{
  "cards": [
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：超威半导体核心业务包括数据中心 GPU/CPU、PC 处理器，以及嵌入式与游戏芯片。行业地位：全球核心半导体公司，是 AI 加速器和高性能计算的重要参与者。",
      "core_catalyst": "Core Scientific Q2 revenue doubles as AMD deal expands AI leasing pipeline: Q2 Earnings",
      "evidence_summary": "AMD moved -7.9% in the latest session, -7.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0728.",
      "facts": [
        {
          "claim": "AMD moved -7.9% in the latest session, -7.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0026",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Core Scientific Q2 revenue doubles as AMD deal expands AI leasing pipeline: Q2 Earnings",
          "source_id": "E0728",
          "timestamp": "2026-07-28T13:25:52+00:00"
        },
        {
          "claim": "Core Scientific rises 5% as AMD strikes $14 billion AI infrastructure deal with option to reach 2.5 GW",
          "source_id": "E0729",
          "timestamp": "2026-07-28T13:11:57+00:00"
        },
        {
          "claim": "Advanced Micro Devices (AMD) Surged on an Agentic AI-Driven Server CPU Renaissance",
          "source_id": "E0730",
          "timestamp": "2026-07-28T13:27:09+00:00"
        },
        {
          "claim": "Core Scientific Partners With Chipmaker AMD On A.I. Data Centre",
          "source_id": "E0731",
          "timestamp": "2026-07-28T13:26:00+00:00"
        },
        {
          "claim": "AMD fundamentals snapshot: PE 165.05; market cap/assets $744.48B; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%; engine score health 60.00 / valuation n/a.",
          "source_id": "E1857",
          "timestamp": "2026-06-26T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Advanced Micro Devices, Inc. operates as a semiconductor company internationally. It operates in three segments: Data Center, Client and Gaming, and Embedded. The company offers artificial intelligence (AI) accelerators, microprocessors, and graphics processing units (GPUs) as s...",
        "gross_margin": "52.82%",
        "health_score": "60.00",
        "market_cap": "$744.48B",
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": "165.05",
        "revenue_growth_qoq": "-0.17%",
        "revenue_growth_yoy": "34.97%",
        "revenue_scale": "$37.45B",
        "roic": "5.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/",
        "ticker": "AMD",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 494.95 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": "AMD",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 456.64,
        "previous_close": 494.95,
        "change": -38.31,
        "change_pct": -0.07740175775330838,
        "change_5d_pct": -0.16125120558532846,
        "change_20d_pct": -0.1535709498491007,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMD?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_news",
        "catalyst_supply_demand_mismatch",
        "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": 2,
        "expectation_gap": 2,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 65,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0026",
        "E0728",
        "E0729",
        "E0730",
        "E0731",
        "E1857"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "AMD",
      "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 2026-07-23",
      "evidence_summary": "MU moved -9.0% in the latest session, -8.8% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0720.",
      "facts": [
        {
          "claim": "MU moved -9.0% in the latest session, -8.8% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0024",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-23",
          "source_id": "E0720",
          "timestamp": "2026-07-27T19:30:17+00:00"
        },
        {
          "claim": "AI Memory Boom Goes Bust. Micron, SK Hynix, Sandisk Plunge 30% — and Are Still Falling",
          "source_id": "E0721",
          "timestamp": "2026-07-28T12:55:43+00:00"
        },
        {
          "claim": "Stock Market Today: Tech Futures Sell Off As Chip Stocks Micron, Sandisk Dive; Coca-Cola Jumps (Live Coverage)",
          "source_id": "E0722",
          "timestamp": "2026-07-28T12:51:25+00:00"
        },
        {
          "claim": "Micron Stock Is Falling Even Harder Today and It’s an Ominous Sign",
          "source_id": "E0723",
          "timestamp": "2026-07-28T11:40:00+00:00"
        },
        {
          "claim": "Another Memory Massacre Is Inbound on Tuesday: Micron, SanDisk, Seagate See Large Premarket Losses",
          "source_id": "E0724",
          "timestamp": "2026-07-28T11:36:37+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 20.14; market cap/assets $1.02T; 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 72.86 / valuation 85.71.",
          "source_id": "E1858",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "84.56%",
        "health_score": "72.86",
        "market_cap": "$1.02T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "20.14",
        "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/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -8.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 900.20 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": "MU",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 826.15,
        "previous_close": 900.2,
        "change": -74.05000000000007,
        "change_pct": -0.08225949788935805,
        "change_5d_pct": -0.1490183620370158,
        "change_20d_pct": -0.2786480346582132,
        "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",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 27,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 62,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 7
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0024",
        "E0720",
        "E0721",
        "E0722",
        "E0723",
        "E0724",
        "E1858"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "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：Corning主要经营显示玻璃、光通信、特殊材料、环境科技和生命科学玻璃产品。行业地位：Corning是硬件设备与零部件赛道的超核心公司，可比/竞争公司包括Keysight Technologies、TE Connectivity、Coherent、Celestica。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": "Corning Shares Slide Despite Second-Quarter Earnings Beat as Guidance Disappoints",
      "evidence_summary": "GLW moved -16.3% in the latest session, -16.1% relative to benchmark, with volume at 0.6x its 20-day average. Reliable catalyst source: E0893.",
      "facts": [
        {
          "claim": "GLW moved -16.3% in the latest session, -16.1% relative to benchmark, with volume at 0.6x its 20-day average.",
          "source_id": "E0084",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Corning Shares Slide Despite Second-Quarter Earnings Beat as Guidance Disappoints",
          "source_id": "E0893",
          "timestamp": "2026-07-28T12:21:09+00:00"
        },
        {
          "claim": "Corning (GLW) Surpasses Q2 Earnings and Revenue Estimates",
          "source_id": "E0894",
          "timestamp": "2026-07-28T12:15:02+00:00"
        },
        {
          "claim": "Why Is GLW Stock Falling Today?",
          "source_id": "E0895",
          "timestamp": "2026-07-28T12:41:43+00:00"
        },
        {
          "claim": "Corning, ASML, PayPal, UPS, Boeing, and More Stocks That Explain Today’s Market",
          "source_id": "E0896",
          "timestamp": "2026-07-28T12:38:00+00:00"
        },
        {
          "claim": "GLW fundamentals snapshot: PE 68.17; market cap/assets $123.38B; revenue scale $16.32B; revenue QoQ -1.68%; revenue YoY 20.05%; gross margin 36.87%; net margin 8.95%; ROIC 8.00%; engine score health 58.21 / valuation 25.00.",
          "source_id": "E1859",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Corning Incorporated operates in optical communications, display, specialty materials, automotive, and life sciences businesses in the United States, Canada, Mexico, Japan, Taiwan, China, South Korea, Germany, and internationally. The company provides optical fibers and cables;...",
        "gross_margin": "36.87%",
        "health_score": "58.21",
        "market_cap": "$123.38B",
        "name": "Corning Incorporated",
        "net_margin": "8.95%",
        "pe_ratio": "68.17",
        "revenue_growth_qoq": "-1.68%",
        "revenue_growth_yoy": "20.05%",
        "revenue_scale": "$16.32B",
        "roic": "8.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/",
        "ticker": "GLW",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -16.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 143.36 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": "GLW",
        "timestamp": "2026-07-28T13:41:47+00:00",
        "price": 120.315,
        "previous_close": 143.3,
        "change": -22.985000000000014,
        "change_pct": -0.16039776692254026,
        "change_5d_pct": -0.2591897217716167,
        "change_20d_pct": -0.5294497287684476,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GLW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "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": 3,
        "expectation_gap": 1,
        "price_action": 20,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 62,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0084",
        "E0893",
        "E0894",
        "E0895",
        "E0896",
        "E1859"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "GLW",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Avoid Chase",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：安靠科技为无晶圆厂设计公司、IDM 和晶圆代工厂提供外包半导体封装与测试服务。收入来自各类封装制程、晶圆探针、成品测试和系统级封装，服务的终端市场覆盖高性能计算、通信、汽车、消费电子和工业。关键能力是先进封装工艺、全球制造基地、与前道晶圆厂协同的量产交付，以及在车规和高性能芯片上的封测经验。行业地位：Amkor 是全球头部 OSAT 厂商之一，强项在先进封装、客户广度和跨地区产能布局。竞争对手包括 ASE、长电科技、PTI、Hana 等封测厂，关键经营变量是封装代际升级、产能利用率、终端芯片需求、资本开支和大客户项目导入。",
      "core_catalyst": "Amkor Technology, Inc. Q2 2026 Earnings Call Summary",
      "evidence_summary": "AMKR moved -21.5% in the latest session, -21.3% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1511.",
      "facts": [
        {
          "claim": "AMKR moved -21.5% in the latest session, -21.3% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0381",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Amkor Technology, Inc. Q2 2026 Earnings Call Summary",
          "source_id": "E1511",
          "timestamp": "2026-07-28T12:30:00+00:00"
        },
        {
          "claim": "B. Riley Adjusts Price Target on Amkor Technology to $65 From $75, Maintains Neutral Rating",
          "source_id": "E1512",
          "timestamp": "2026-07-28T11:39:18+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Price Target on Amkor Technology to $70 From $69, Maintains Equalweight Rating",
          "source_id": "E1513",
          "timestamp": "2026-07-28T09:31:44+00:00"
        },
        {
          "claim": "Why Is AMKR Stock Tumbling Premarket Today?",
          "source_id": "E1514",
          "timestamp": "2026-07-28T08:55:15+00:00"
        },
        {
          "claim": "AMKR fundamentals snapshot: PE 21.36; market cap/assets $19.01B; revenue scale $7.46B; revenue QoQ n/a; revenue YoY n/a; gross margin 16.79%; net margin 9.21%; ROIC 3.85%.",
          "source_id": "E1860",
          "timestamp": "2026-07-28T13:41:24.696522+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Amkor Technology, Inc. provides outsourced semiconductor packaging and test services in the United States, Japan, Europe, and the Asia Pacific. It offers turnkey packaging and test services, including semiconductor wafer bump, wafer probe, wafer back-grind, package design, packa...",
        "gross_margin": "16.79%",
        "health_score": null,
        "market_cap": "$19.01B",
        "name": "Amkor Technology, Inc.",
        "net_margin": "9.21%",
        "pe_ratio": "21.36",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$7.46B",
        "roic": "3.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amkr/",
        "ticker": "AMKR",
        "timestamp": "2026-07-28T13:41:24.696522+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.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 60.71 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading momentum, but the move is already crowded.",
      "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": "AMKR",
        "timestamp": "2026-07-28T13:41:49+00:00",
        "price": 47.66,
        "previous_close": 60.71,
        "change": -13.050000000000004,
        "change_pct": -0.21495634985999024,
        "change_5d_pct": -0.2857785463448823,
        "change_20d_pct": -0.42118044547363964,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMKR?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_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 4,
        "expectation_gap": 1,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 1,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "avoid_chase",
      "source_ids": [
        "E0381",
        "E1511",
        "E1512",
        "E1513",
        "E1514",
        "E1860"
      ],
      "stage": "crowded",
      "theme": "earnings reaction",
      "ticker": "AMKR",
      "trading_hypothesis": "Research path: wait for pullback, volume normalization, or a second reliable catalyst before upgrading action."
    },
    {
      "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": "BE Stock Dips Premarket Ahead Of Q2 Results: Retail Calls Bloom 'The Real Deal,' Wall Street Wants Proof",
      "evidence_summary": "BE moved -9.6% in the latest session, -9.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1104.",
      "facts": [
        {
          "claim": "BE moved -9.6% in the latest session, -9.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0164",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "BE Stock Dips Premarket Ahead Of Q2 Results: Retail Calls Bloom 'The Real Deal,' Wall Street Wants Proof",
          "source_id": "E1104",
          "timestamp": "2026-07-28T08:13:07+00:00"
        },
        {
          "claim": "Bloom Energy Reports Earnings Tuesday and Is Still Up More Than 100% This Year.",
          "source_id": "E1105",
          "timestamp": "2026-07-28T04:12:00+00:00"
        },
        {
          "claim": "BE vs. PLUG: Which Alternative Energy Stock Looks More Attractive?",
          "source_id": "E1106",
          "timestamp": "2026-07-27T17:40:00+00:00"
        },
        {
          "claim": "Dear Bloom Energy Stock Fans, Mark Your Calendars for July 28",
          "source_id": "E1107",
          "timestamp": "2026-07-27T15:03:15+00:00"
        },
        {
          "claim": "BE fundamentals snapshot: PE 7132.96; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ n/a; revenue YoY n/a; gross margin 30.03%; net margin 9.81%; ROIC 6.32%.",
          "source_id": "E1861",
          "timestamp": "2026-07-28T13:41:24.698550+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": "30.03%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "7132.96",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.45B",
        "roic": "6.32%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-07-28T13:41:24.698550+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -9.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 188.18 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": "BE",
        "timestamp": "2026-07-28T13:41:49+00:00",
        "price": 169.475,
        "previous_close": 188.12,
        "change": -18.64500000000001,
        "change_pct": -0.09911226876461843,
        "change_5d_pct": -0.25097231452960334,
        "change_20d_pct": -0.3837497037128442,
        "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",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "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": 3,
        "expectation_gap": 1,
        "price_action": 19,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 60,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0164",
        "E1104",
        "E1105",
        "E1106",
        "E1107",
        "E1861"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "BE",
      "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：希捷设计和销售硬盘、存储子系统和相关数据存储解决方案，重点服务云数据中心、企业服务器、视频监控、NAS、外置硬盘和边缘设备场景。收入来自大容量 HDD 出货、企业存储产品、渠道分销和 OEM 客户采购，关键客户包括云服务商、服务器厂商、企业 IT 买家和消费电子渠道。行业地位：希捷与西部数据共同主导全球 HDD 市场，竞争焦点集中在近线大容量硬盘。影响经营和股价的变量包括云厂商资本开支、AI 与数据增长带来的大容量存储需求、HAMR 等新技术量产、单位容量成本、库存周期、价格纪律、NAND 替代压力以及少数大客户采购节奏。",
      "core_catalyst": "Wedbush Just Raised Its Price Target on Seagate Stock. Here's Why.",
      "evidence_summary": "STX moved -11.5% in the latest session, -11.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0850.",
      "facts": [
        {
          "claim": "STX moved -11.5% in the latest session, -11.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0066",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Wedbush Just Raised Its Price Target on Seagate Stock. Here's Why.",
          "source_id": "E0850",
          "timestamp": "2026-07-27T18:44:12+00:00"
        },
        {
          "claim": "Here’s How Much Traders See Seagate Stock Moving After Earnings",
          "source_id": "E0851",
          "timestamp": "2026-07-27T16:42:46+00:00"
        },
        {
          "claim": "Is Seagate’s Q4 2026 AI Storage Update Altering The Investment Case For Seagate Technology (STX)?",
          "source_id": "E0852",
          "timestamp": "2026-07-28T12:12:59+00:00"
        },
        {
          "claim": "Another Memory Massacre Is Inbound on Tuesday: Micron, SanDisk, Seagate See Large Premarket Losses",
          "source_id": "E0853",
          "timestamp": "2026-07-28T11:36:37+00:00"
        },
        {
          "claim": "STX fundamentals snapshot: PE 77.10; market cap/assets $183.34B; revenue scale $11.01B; revenue QoQ 10.16%; revenue YoY 28.92%; gross margin 46.50%; net margin 24.04%; ROIC 35.08%; engine score health 73.33 / valuation 14.29.",
          "source_id": "E1862",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Seagate Technology Holdings plc engages in the provision of data storage technology and infrastructure solutions in Singapore, the United States, the Netherlands, and internationally. The company offers mass capacity storage products, including enterprise nearline hard disk driv...",
        "gross_margin": "46.50%",
        "health_score": "73.33",
        "market_cap": "$183.34B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "77.10",
        "revenue_growth_qoq": "10.16%",
        "revenue_growth_yoy": "28.92%",
        "revenue_scale": "$11.01B",
        "roic": "35.08%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "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 816.99 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": "STX",
        "timestamp": "2026-07-28T13:41:48+00:00",
        "price": 724.53,
        "previous_close": 816.99,
        "change": -92.46000000000004,
        "change_pct": -0.11317151984724416,
        "change_5d_pct": -0.18759182118108708,
        "change_20d_pct": -0.25192820244717873,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/STX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "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": 2,
        "expectation_gap": 2,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0066",
        "E0850",
        "E0851",
        "E0852",
        "E0853",
        "E1862"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "STX",
      "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：应用材料向晶圆厂销售薄膜沉积、刻蚀、离子注入、热处理、化学机械抛光、计量检测和过程控制设备，并提供备件、维护、工艺优化、软件和产线升级服务。客户包括逻辑、晶圆代工、DRAM、NAND、先进封装和显示面板制造商，收入受新建晶圆厂投资、制程转换和装机基础服务需求驱动。行业地位：公司是全球半导体设备龙头之一，在材料工程环节覆盖面广，装机基础带来高粘性的服务收入。真正影响经营和股价的是晶圆厂资本开支周期、AI和HBM带来的先进制程投资、存储行业复苏、对华出口管制、客户集中度、先进封装渗透、毛利率和供应链交付能力。",
      "core_catalyst": "HSBC Delivers Massive Price Target Hike for Applied Materials Stock",
      "evidence_summary": "AMAT moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0771.",
      "facts": [
        {
          "claim": "AMAT moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0040",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "HSBC Delivers Massive Price Target Hike for Applied Materials Stock",
          "source_id": "E0771",
          "timestamp": "2026-07-28T12:23:53+00:00"
        },
        {
          "claim": "Analyst Report: Applied Materials, Inc.",
          "source_id": "E0772",
          "timestamp": "2026-07-27T23:09:06+00:00"
        },
        {
          "claim": "How China’s Domestic Immersion DUV Push At Applied Materials (AMAT) Has Changed Its Investment Story",
          "source_id": "E0773",
          "timestamp": "2026-07-27T22:10:07+00:00"
        },
        {
          "claim": "Applied Materials (AMAT) Stock Dips While Market Gains: Key Facts",
          "source_id": "E0774",
          "timestamp": "2026-07-27T21:45:03+00:00"
        },
        {
          "claim": "AMAT fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%; engine score health 73.00 / valuation n/a.",
          "source_id": "E1863",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "49.90%",
        "health_score": "73.00",
        "market_cap": null,
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "AMAT",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 516.89 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": "AMAT",
        "timestamp": "2026-07-28T13:41:48+00:00",
        "price": 482.225,
        "previous_close": 516.89,
        "change": -34.664999999999964,
        "change_pct": -0.06706455919054333,
        "change_5d_pct": -0.1458240892269027,
        "change_20d_pct": -0.3057915037560027,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_geopolitics",
        "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": 3,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0040",
        "E0771",
        "E0772",
        "E0773",
        "E0774",
        "E1863"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "AMAT",
      "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：Palantir为政府、国防、情报、执法、制造、能源、金融、医疗和物流客户搭建数据整合、权限治理、模型应用、运营决策和AI工作流平台。Gotham偏政府任务和复杂态势分析，Foundry帮助企业把分散系统转成可操作的数据本体，AIP将大模型接入受控业务流程，Apollo负责跨云、本地和边缘环境的软件部署与更新。收入来自长期软件订阅、部署服务和合同扩容。行业地位：公司在高安全、高复杂度场景的数据操作系统和AI落地中有差异化位置，政府业务提供背书，商业业务决定成长弹性。真正影响经营和股价的是美国及盟国政府合同、AIP商业转化率、客户扩张速度、部署成本下降、净留存率、数据隐私和政治争议、AI预算周期、竞争性平台替代以及市场对增长和利润率的预期。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-22",
      "evidence_summary": "PLTR moved -7.1% in the latest session, -6.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0776.",
      "facts": [
        {
          "claim": "PLTR moved -7.1% in the latest session, -6.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0042",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-22",
          "source_id": "E0776",
          "timestamp": "2026-07-25T00:00:08+00:00"
        },
        {
          "claim": "Palantir Seen Crushing Q2 Estimates and Raising 2026 Outlook",
          "source_id": "E0777",
          "timestamp": "2026-07-28T12:25:06+00:00"
        },
        {
          "claim": "Palantir Earnings Set Up for a Major Beat",
          "source_id": "E0778",
          "timestamp": "2026-07-27T20:57:49+00:00"
        },
        {
          "claim": "Palantir Stock Soars -- Gets Massive $200 Price Target Ahead of Critical Earnings",
          "source_id": "E0779",
          "timestamp": "2026-07-27T20:54:41+00:00"
        },
        {
          "claim": "Still Down 26% in 2026, Is Palantir’s Rebound Just Getting Started?",
          "source_id": "E0780",
          "timestamp": "2026-07-27T19:37:47+00:00"
        },
        {
          "claim": "PLTR fundamentals snapshot: PE 138.19; market cap/assets $315.29B; revenue scale $5.22B; revenue QoQ 16.05%; revenue YoY 67.71%; gross margin 86.78%; net margin 53.32%; ROIC 19.53%; engine score health 78.57 / valuation 15.38.",
          "source_id": "E1864",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "86.78%",
        "health_score": "78.57",
        "market_cap": "$315.29B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "53.32%",
        "pe_ratio": "138.19",
        "revenue_growth_qoq": "16.05%",
        "revenue_growth_yoy": "67.71%",
        "revenue_scale": "$5.22B",
        "roic": "19.53%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -6.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 131.53 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": "PLTR",
        "timestamp": "2026-07-28T13:41:48+00:00",
        "price": 122.085,
        "previous_close": 131.53,
        "change": -9.445000000000007,
        "change_pct": -0.07180871284117696,
        "change_5d_pct": -0.07971508646301839,
        "change_20d_pct": 0.055185853242624594,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PLTR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0042",
        "E0776",
        "E0777",
        "E0778",
        "E0779",
        "E0780",
        "E1864"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "PLTR",
      "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：Coca-Cola 经营全球非酒精饮料品牌，核心产品包括可乐、无糖饮料、果汁、水、运动饮料、咖啡和茶，公司主要通过浓缩液、糖浆和品牌授权与装瓶体系变现。行业地位：全球饮料龙头之一，优势在品牌、渠道和装瓶商网络，变量是销量增长、价格传导、汇率和新兴市场消费。",
      "core_catalyst": "Coca-Cola Raises Full-Year Profit Forecast After Strong Second-Quarter Performance",
      "evidence_summary": "KO moved +6.0% in the latest session, +6.2% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0767.",
      "facts": [
        {
          "claim": "KO moved +6.0% in the latest session, +6.2% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0038",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Coca-Cola Raises Full-Year Profit Forecast After Strong Second-Quarter Performance",
          "source_id": "E0767",
          "timestamp": "2026-07-28T12:59:32+00:00"
        },
        {
          "claim": "Coca-Cola Co. bumps up guidance after Q2",
          "source_id": "E0768",
          "timestamp": "2026-07-28T12:56:27+00:00"
        },
        {
          "claim": "Coca-Cola raises earnings guidance as CFO says Diet Coke is having 'a moment'",
          "source_id": "E0769",
          "timestamp": "2026-07-28T12:26:38+00:00"
        },
        {
          "claim": "Stock Market Today: Tech Futures Sell Off As Chip Stocks Micron, Sandisk Dive; Coca-Cola Jumps (Live Coverage)",
          "source_id": "E0770",
          "timestamp": "2026-07-28T12:51:25+00:00"
        },
        {
          "claim": "KO fundamentals snapshot: PE 26.44; market cap/assets $384.08B; revenue scale $49.28B; revenue QoQ 5.50%; revenue YoY 5.11%; gross margin 62.96%; net margin 31.46%; ROIC 13.88%; engine score health 67.22 / valuation n/a.",
          "source_id": "E1865",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "The Coca-Cola Company, a beverage company, manufactures and sells various nonalcoholic beverages in the United States and internationally. The company provides Trademark Coca-Cola, sparkling soft drinks and flavors; water, sports, coffee, and tea; juice, value-added dairy, and p...",
        "gross_margin": "62.96%",
        "health_score": "67.22",
        "market_cap": "$384.08B",
        "name": "The Coca-Cola Company",
        "net_margin": "31.46%",
        "pe_ratio": "26.44",
        "revenue_growth_qoq": "5.50%",
        "revenue_growth_yoy": "5.11%",
        "revenue_scale": "$49.28B",
        "roic": "13.88%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ko/",
        "ticker": "KO",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 84.07 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": "KO",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 89.14,
        "previous_close": 84.1,
        "change": 5.040000000000006,
        "change_pct": 0.059928656361474486,
        "change_5d_pct": 0.0874710097904201,
        "change_20d_pct": 0.07852387603512612,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/KO?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_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": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 56,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0038",
        "E0767",
        "E0768",
        "E0769",
        "E0770",
        "E1865"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "KO",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：卡特彼勒销售挖掘机、装载机、推土机、矿用卡车、地下采矿设备、柴油和天然气发动机、工业燃气轮机、柴油电力机车及零部件，并通过全球经销商体系提供维修、租赁、融资和再制造服务。客户覆盖基建施工、住宅和非住宅建设、矿业、油气、发电、铁路、船舶和工业应用，售后零件和服务是利润韧性的关键来源。行业地位：公司是全球工程机械和矿山设备龙头，品牌、经销商网络、装机量和零部件体系形成护城河。关键变量包括基建和采矿资本开支、油气和电力项目需求、经销商库存周期、钢材与物流成本、美元汇率、排放法规、利率对设备融资和建设活动的压制，以及售后服务占比。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-24",
      "evidence_summary": "CAT moved -5.1% in the latest session, -4.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0747.",
      "facts": [
        {
          "claim": "CAT moved -5.1% in the latest session, -4.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0033",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-24",
          "source_id": "E0747",
          "timestamp": "2026-07-27T17:42:21+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-24",
          "source_id": "E0748",
          "timestamp": "2026-07-27T14:43:21+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-24",
          "source_id": "E0749",
          "timestamp": "2026-07-27T14:41:50+00:00"
        },
        {
          "claim": "Caterpillar (CAT) Faces Rare Earth Squeeze As China Export Curbs Reset Supply Chains",
          "source_id": "E0750",
          "timestamp": "2026-07-28T00:16:07+00:00"
        },
        {
          "claim": "Caterpillar (CAT) Stock Looks Slightly Above Fair Value Today",
          "source_id": "E0751",
          "timestamp": "2026-07-28T01:08:19+00:00"
        },
        {
          "claim": "Caterpillar (CAT) Stock Sinks As Market Gains: What You Should Know",
          "source_id": "E0752",
          "timestamp": "2026-07-27T21:45:04+00:00"
        },
        {
          "claim": "Prediction: Up 100% in a Year. Will CAT’s Rally Continue?",
          "source_id": "E0753",
          "timestamp": "2026-07-27T18:00:11+00:00"
        },
        {
          "claim": "CAT fundamentals snapshot: PE 42.70; market cap/assets $402.23B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 46.82 / valuation 13.89.",
          "source_id": "E1866",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "46.82",
        "market_cap": "$402.23B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "42.70",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "13.89"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 873.28 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": "CAT",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 834.59,
        "previous_close": 873.12,
        "change": -38.52999999999997,
        "change_pct": -0.04412910023822614,
        "change_5d_pct": -0.06222678576376206,
        "change_20d_pct": -0.19222016538018205,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0033",
        "E0747",
        "E0748",
        "E0749",
        "E0750",
        "E0751",
        "E0752",
        "E0753",
        "E1866"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "CAT",
      "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：Rambus主要经营芯片设计、晶圆代工、模拟/功率器件、射频、存储接口、半导体设备或材料。行业地位：Rambus是半导体赛道的重要参与者，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Rambus Inc (RMBS) Q2 2026 Earnings Call Highlights: Record Revenue and Strategic Wins Propel Growth",
      "evidence_summary": "RMBS moved -8.7% in the latest session, -8.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1635.",
      "facts": [
        {
          "claim": "RMBS moved -8.7% in the latest session, -8.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0479",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Rambus Inc (RMBS) Q2 2026 Earnings Call Highlights: Record Revenue and Strategic Wins Propel Growth",
          "source_id": "E1635",
          "timestamp": "2026-07-28T05:00:46+00:00"
        },
        {
          "claim": "Rambus Inc. Q2 2026 Earnings Call Summary",
          "source_id": "E1636",
          "timestamp": "2026-07-28T00:19:01+00:00"
        },
        {
          "claim": "Rambus Q2 Earnings Call Highlights",
          "source_id": "E1637",
          "timestamp": "2026-07-27T23:03:26+00:00"
        },
        {
          "claim": "Rambus (RMBS) Surpasses Q2 Earnings and Revenue Estimates",
          "source_id": "E1638",
          "timestamp": "2026-07-27T21:35:04+00:00"
        },
        {
          "claim": "RMBS fundamentals snapshot: PE 40.69; market cap/assets $12.76B; revenue scale $756.33M; revenue QoQ n/a; revenue YoY n/a; gross margin 79.76%; net margin 32.60%; ROIC 9.56%.",
          "source_id": "E1867",
          "timestamp": "2026-07-28T13:41:30.838872+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rambus Inc. manufactures and sells semiconductor products in the United States, South Korea, Singapore, and internationally. It offers memory interface chips comprising DDR5 memory interface chips which include registering clock driver, multiplexed registering clock driver, mult...",
        "gross_margin": "79.76%",
        "health_score": null,
        "market_cap": "$12.76B",
        "name": "Rambus Inc.",
        "net_margin": "32.60%",
        "pe_ratio": "40.69",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$756.33M",
        "roic": "9.56%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rmbs/",
        "ticker": "RMBS",
        "timestamp": "2026-07-28T13:41:30.838872+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 96.42 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": "RMBS",
        "timestamp": "2026-07-28T13:41:37+00:00",
        "price": 88.72,
        "previous_close": 96.42,
        "change": -7.700000000000003,
        "change_pct": -0.07985895042522306,
        "change_5d_pct": -0.16135741343983567,
        "change_20d_pct": -0.28393866902843323,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RMBS?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": 21,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0479",
        "E1635",
        "E1636",
        "E1637",
        "E1638",
        "E1867"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "RMBS",
      "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：SiTime主要经营芯片设计、晶圆代工、模拟/功率器件、射频、存储接口、半导体设备或材料。行业地位：SiTime是半导体赛道的重要参与者，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "SiTime Corporation (SITM) Rose on AI Infrastructure Demand and Margin Expansion",
      "evidence_summary": "SITM moved -9.9% in the latest session, -9.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1575.",
      "facts": [
        {
          "claim": "SITM moved -9.9% in the latest session, -9.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0430",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "SiTime Corporation (SITM) Rose on AI Infrastructure Demand and Margin Expansion",
          "source_id": "E1575",
          "timestamp": "2026-07-27T13:17:30+00:00"
        },
        {
          "claim": "SiTime (SITM) Pulls Back As AI Hardware Growth Narrative Keeps Valuation In Focus",
          "source_id": "E1576",
          "timestamp": "2026-07-25T21:16:50+00:00"
        },
        {
          "claim": "SITM fundamentals snapshot: PE n/a; market cap/assets $15.75B; revenue scale $379.91M; revenue QoQ n/a; revenue YoY n/a; gross margin 58.96%; net margin -4.59%; ROIC -3.45%.",
          "source_id": "E1868",
          "timestamp": "2026-07-28T13:41:31.271925+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "SiTime Corporation engages in the design, development, and sale of silicon timing systems solutions in Hong Kong, Taiwan, the United States, Singapore, and internationally. It offers various types of oscillators, as well as clock integrated circuits, resonators, and synchronizat...",
        "gross_margin": "58.96%",
        "health_score": null,
        "market_cap": "$15.75B",
        "name": "SiTime Corporation",
        "net_margin": "-4.59%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$379.91M",
        "roic": "-3.45%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sitm/",
        "ticker": "SITM",
        "timestamp": "2026-07-28T13:41:31.271925+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "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 522.67 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": "SITM",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 473.84,
        "previous_close": 522.67,
        "change": -48.829999999999984,
        "change_pct": -0.09342414908068186,
        "change_5d_pct": -0.14646495692742123,
        "change_20d_pct": -0.2950802626058041,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SITM?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"
      ],
      "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": 22,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0430",
        "E1575",
        "E1576",
        "E1868"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "SITM",
      "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：Unilever主要经营食品、家清、个人护理和美容品牌组合，收入来自全球消费品渠道。行业地位：Unilever是家庭与个人护理赛道的超核心公司，可比/竞争公司包括Colgate-Palmolive、Kenvue、Kimberly-Clark、Church & Dwight。关键变量主要是品牌定价权、原材料成本、新品效率、渠道库存、新兴市场需求和汇率。",
      "core_catalyst": "Analyst Report: Unilever PLC",
      "evidence_summary": "UL moved +8.7% in the latest session, +8.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0910.",
      "facts": [
        {
          "claim": "UL moved +8.7% in the latest session, +8.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0089",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Analyst Report: Unilever PLC",
          "source_id": "E0910",
          "timestamp": "2026-07-28T11:43:26+00:00"
        },
        {
          "claim": "Unilever Q2 Earnings Call Highlights",
          "source_id": "E0911",
          "timestamp": "2026-07-28T09:03:36+00:00"
        },
        {
          "claim": "Unilever Raises Outlook After Quarterly Sales Volume Growth Hits 16-year High",
          "source_id": "E0912",
          "timestamp": "2026-07-28T08:47:00+00:00"
        },
        {
          "claim": "Unilever's Q2 Turnover Rises; Shares Rise Pre-Bell",
          "source_id": "E0913",
          "timestamp": "2026-07-28T08:57:45+00:00"
        },
        {
          "claim": "UL fundamentals snapshot: PE 11.92; market cap/assets $127.66B; revenue scale $59.30B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC 2.70%.",
          "source_id": "E1869",
          "timestamp": "2026-07-28T13:41:31.404985+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Unilever PLC operates as a fast-moving consumer goods company in the Asia Pacific, Africa, the Americas, and Europe. It operates through four segments: Beauty & Wellbeing, Personal Care, Home Care, and Foods. The Beauty & Wellbeing segment offers hair care, such as shampoo, cond...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$127.66B",
        "name": "Unilever PLC",
        "net_margin": null,
        "pe_ratio": "11.92",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$59.30B",
        "roic": "2.70%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ul/",
        "ticker": "UL",
        "timestamp": "2026-07-28T13:41:31.404985+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 61.37 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": "UL",
        "timestamp": "2026-07-28T13:41:46+00:00",
        "price": 66.82,
        "previous_close": 61.35,
        "change": 5.469999999999992,
        "change_pct": 0.0891605541972289,
        "change_5d_pct": 0.07774193548387087,
        "change_20d_pct": 0.10355079838055214,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/UL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakout_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": 1,
        "expectation_gap": 4,
        "price_action": 18,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 54,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0089",
        "E0910",
        "E0911",
        "E0912",
        "E0913",
        "E1869"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "UL",
      "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：IQVIA Holdings主要提供临床研究服务、真实世界数据、医疗数据分析和药企技术平台。行业地位：IQVIA Holdings是生命科学工具与诊断赛道的重要公司，可比/竞争公司包括Danaher、IDEXX Laboratories、Natera、Mettler-Toledo International。关键变量主要是科研预算、制药研发支出、检测量、仪器更新、耗材拉动和中国市场需求。",
      "core_catalyst": "IQVIA Holdings (IQV) Q2 Earnings and Revenues Beat Estimates",
      "evidence_summary": "IQV moved +15.1% in the latest session, +15.3% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1364.",
      "facts": [
        {
          "claim": "IQV moved +15.1% in the latest session, +15.3% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0295",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "IQVIA Holdings (IQV) Q2 Earnings and Revenues Beat Estimates",
          "source_id": "E1364",
          "timestamp": "2026-07-28T12:15:02+00:00"
        },
        {
          "claim": "IQVIA Q2 Adjusted Earnings, Revenue Rise; Increases 2026 Guidance",
          "source_id": "E1365",
          "timestamp": "2026-07-28T11:37:36+00:00"
        },
        {
          "claim": "IQVIA: Q2 Earnings Snapshot",
          "source_id": "E1366",
          "timestamp": "2026-07-28T11:14:05+00:00"
        },
        {
          "claim": "IQVIA’s (NYSE:IQV) Q2 CY2026 Sales Top Estimates, Stock Soars",
          "source_id": "E1367",
          "timestamp": "2026-07-28T11:57:46+00:00"
        },
        {
          "claim": "IQV fundamentals snapshot: PE 25.69; market cap/assets $35.59B; revenue scale $16.63B; revenue QoQ -4.88%; revenue YoY 7.32%; gross margin 32.64%; net margin 6.60%; ROIC 7.77%; engine score health 55.00 / valuation 88.89.",
          "source_id": "E1870",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "IQVIA Holdings Inc. provides clinical research services, commercial insights, and healthcare intelligence to the life sciences and healthcare industries in the Americas, Europe, Africa, and the Asia-Pacific. It operates through three segments: Technology & Analytics Solutions, R...",
        "gross_margin": "32.64%",
        "health_score": "55.00",
        "market_cap": "$35.59B",
        "name": "IQVIA Holdings Inc.",
        "net_margin": "6.60%",
        "pe_ratio": "25.69",
        "revenue_growth_qoq": "-4.88%",
        "revenue_growth_yoy": "7.32%",
        "revenue_scale": "$16.63B",
        "roic": "7.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iqv/",
        "ticker": "IQV",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "88.89"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +15.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 213.22 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": "IQV",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 246.97,
        "previous_close": 213.464,
        "change": 33.506,
        "change_pct": 0.15696323501855125,
        "change_5d_pct": 0.21123103184290115,
        "change_20d_pct": 0.2920895719819445,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IQV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "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": 3,
        "expectation_gap": 2,
        "price_action": 21,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0295",
        "E1364",
        "E1365",
        "E1366",
        "E1367",
        "E1870"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "IQV",
      "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：阿姆斯壮世界工业销售商业建筑内装材料，重点是办公楼、学校、医院和零售空间使用的吊顶板、金属天花、网格系统以及提升声学和美观表现的墙面方案。客户主要是建筑材料分销商、承包商、建筑师和业主，回款来自材料出货和部分翻修升级项目。关键产品是矿棉吊顶、金属吊顶、预制网格系统和围绕翻新场景的配套件。行业地位：AWI 在北美商业吊顶市场知名度高，翻修需求和经销渠道关系让它比单纯吃新建项目的公司更稳一些。对手包括 Saint-Gobain、Knauf、CertainTeed、Rockfon 等，关键经营变量是非住宅建设、办公和教育翻新、原材料与运费成本、产品提价能力以及声学节能标准变化。",
      "core_catalyst": "Armstrong World Industries (AWI) Surpasses Q2 Earnings and Revenue Estimates",
      "evidence_summary": "AWI moved +10.1% in the latest session, +10.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1774.",
      "facts": [
        {
          "claim": "AWI moved +10.1% in the latest session, +10.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0612",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Armstrong World Industries (AWI) Surpasses Q2 Earnings and Revenue Estimates",
          "source_id": "E1774",
          "timestamp": "2026-07-28T11:15:02+00:00"
        },
        {
          "claim": "Armstrong World’s (NYSE:AWI) Q2 CY2026: Beats On Revenue, Full-Year Outlook Slightly Exceeds Expectations",
          "source_id": "E1775",
          "timestamp": "2026-07-28T10:27:11+00:00"
        },
        {
          "claim": "Armstrong World Q2 Adjusted Earnings, Sales Rise; 2026 Sales Outlook Increased",
          "source_id": "E1776",
          "timestamp": "2026-07-28T10:22:34+00:00"
        },
        {
          "claim": "Armstrong World Industries: Q2 Earnings Snapshot",
          "source_id": "E1777",
          "timestamp": "2026-07-28T10:08:00+00:00"
        },
        {
          "claim": "AWI fundamentals snapshot: PE 23.43; market cap/assets $7.02B; revenue scale $1.70B; revenue QoQ n/a; revenue YoY n/a; gross margin 41.31%; net margin 20.49%; ROIC 7.37%.",
          "source_id": "E1871",
          "timestamp": "2026-07-28T13:41:31.575547+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Armstrong World Industries, Inc., together with its subsidiaries, engages in the design, manufacture, and sale of ceiling and wall solutions in the Americas. It operates through Mineral Fiber and Architectural Specialties segments. The company offers mineral fiber, fiberglass, m...",
        "gross_margin": "41.31%",
        "health_score": null,
        "market_cap": "$7.02B",
        "name": "Armstrong World Industries, Inc.",
        "net_margin": "20.49%",
        "pe_ratio": "23.43",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.70B",
        "roic": "7.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/awi/",
        "ticker": "AWI",
        "timestamp": "2026-07-28T13:41:31.575547+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +10.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 165.22 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": "AWI",
        "timestamp": "2026-07-28T13:41:43+00:00",
        "price": 183.065,
        "previous_close": 165.29,
        "change": 17.775000000000006,
        "change_pct": 0.10753826607780259,
        "change_5d_pct": 0.20263433538260744,
        "change_20d_pct": 0.12891586005048494,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AWI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "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": 3,
        "expectation_gap": 2,
        "price_action": 20,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 53,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0612",
        "E1774",
        "E1775",
        "E1776",
        "E1777",
        "E1871"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "AWI",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：D-Wave Quantum主要开发量子计算系统、退火量子计算和相关云服务。行业地位：D-Wave Quantum是计算硬件赛道的重要参与者，可比/竞争公司包括HP、IonQ、超微电脑、Logitech International。关键变量主要是AI服务器需求、PC换机、组件成本、渠道库存、毛利率和技术路线。",
      "core_catalyst": "D-Wave Quantum Stock Hits Pause After AT&T Deal Rally",
      "evidence_summary": "QBTS moved -9.7% in the latest session, -9.5% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1752.",
      "facts": [
        {
          "claim": "QBTS moved -9.7% in the latest session, -9.5% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0598",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "D-Wave Quantum Stock Hits Pause After AT&T Deal Rally",
          "source_id": "E1752",
          "timestamp": "2026-07-28T11:36:31+00:00"
        },
        {
          "claim": "D-Wave (QBTS) Soars on AT&T Deal, NYSE Uplisting",
          "source_id": "E1753",
          "timestamp": "2026-07-27T19:51:12+00:00"
        },
        {
          "claim": "CXMT, Sandisk, ASML, SpaceX, D-Wave Quantum, Workday, and More Stocks That Explain Today’s Market",
          "source_id": "E1754",
          "timestamp": "2026-07-27T20:30:00+00:00"
        },
        {
          "claim": "Quantum’s ‘Tipping Point’: Why IonQ, D-Wave, and Rigetti Stocks Are Buys",
          "source_id": "E1755",
          "timestamp": "2026-07-27T19:47:00+00:00"
        },
        {
          "claim": "QBTS fundamentals snapshot: PE n/a; market cap/assets $10.88B; revenue scale $12.44M; revenue QoQ n/a; revenue YoY n/a; gross margin 63.61%; net margin -642.30%; ROIC -7.23%.",
          "source_id": "E1872",
          "timestamp": "2026-07-28T13:41:31.575230+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "D-Wave Quantum Inc. engages in the development and delivery of quantum computing systems, software, and services worldwide. It provides Advantage and Advantage 2 quantum computers; Ocean, a suite of open-source tools; and Leap quantum cloud service, a cloud-based service that pr...",
        "gross_margin": "63.61%",
        "health_score": null,
        "market_cap": "$10.88B",
        "name": "D-Wave Quantum Inc.",
        "net_margin": "-642.30%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$12.44M",
        "roic": "-7.23%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/qbts/+field-fallback:https://stockanalysis.com/stocks/qbts/",
        "ticker": "QBTS",
        "timestamp": "2026-07-28T13:41:31.575230+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -9.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 19.51 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": "QBTS",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 17.695,
        "previous_close": 19.51,
        "change": -1.8150000000000013,
        "change_pct": -0.09302921578677603,
        "change_5d_pct": -0.005898833795561775,
        "change_20d_pct": -0.2574485918316334,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/QBTS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "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": 1,
        "expectation_gap": 4,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0598",
        "E1752",
        "E1753",
        "E1754",
        "E1755",
        "E1872"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "QBTS",
      "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": "B",
      "business_summary": "业务：Bitmine Immersion Technologies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：Bitmine Immersion Technologies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": "Bitmine's Tom Lee Says CLARITY Act Will 'Open Flood Gates' Institutional Money Into Crypto As ETH Outpaces Memory Stocks",
      "evidence_summary": "BMNR moved -8.1% in the latest session, -7.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1690.",
      "facts": [
        {
          "claim": "BMNR moved -8.1% in the latest session, -7.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0537",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Bitmine's Tom Lee Says CLARITY Act Will 'Open Flood Gates' Institutional Money Into Crypto As ETH Outpaces Memory Stocks",
          "source_id": "E1690",
          "timestamp": "2026-07-28T12:42:53+00:00"
        },
        {
          "claim": "1 Popular Cryptocurrency to Buy Before It Soars 13,000%, According to Bitmine's Tom Lee",
          "source_id": "E1691",
          "timestamp": "2026-07-28T09:20:00+00:00"
        },
        {
          "claim": "BMNR, CRCL, MSTR Stocks Lead Slide In Crypto Equities Amid Bitcoin’s Tumble To $63K",
          "source_id": "E1692",
          "timestamp": "2026-07-28T10:27:35+00:00"
        },
        {
          "claim": "BMNR Stock Surges After Firm’s Record Buyback, Tom Lee Sets $2,500 Ethereum Target",
          "source_id": "E1693",
          "timestamp": "2026-07-28T10:14:07+00:00"
        },
        {
          "claim": "BMNR fundamentals snapshot: PE n/a; market cap/assets $10.51B; revenue scale $61.20M; revenue QoQ n/a; revenue YoY n/a; gross margin 87.78%; net margin -179.60%; ROIC 0.04%.",
          "source_id": "E1873",
          "timestamp": "2026-07-28T13:41:35.398113+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Bitmine Immersion Technologies, Inc. operates as a blockchain technology company primarily in the United States. The company engages in ETH treasury operations; BTC ecosystem services, including consulting and advisory engagements and equipment leasing; facilitation and optimiza...",
        "gross_margin": "87.78%",
        "health_score": null,
        "market_cap": "$10.51B",
        "name": "Bitmine Immersion Technologies, Inc.",
        "net_margin": "-179.60%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$61.20M",
        "roic": "0.04%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bmnr/",
        "ticker": "BMNR",
        "timestamp": "2026-07-28T13:41:35.398113+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 17.92 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": "BMNR",
        "timestamp": "2026-07-28T13:41:47+00:00",
        "price": 16.51,
        "previous_close": 17.9,
        "change": -1.389999999999997,
        "change_pct": -0.07765363128491609,
        "change_5d_pct": -0.04178755434504644,
        "change_20d_pct": 0.19637679505864036,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BMNR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 1,
        "expectation_gap": 4,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0537",
        "E1690",
        "E1691",
        "E1692",
        "E1693",
        "E1873"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "BMNR",
      "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": "B",
      "business_summary": "业务：KLA 做半导体过程控制和检测设备，产品用于晶圆制造中的缺陷检测、量测、良率管理和工艺控制。行业地位：全球半导体检测量测设备龙头，受先进制程、存储周期和晶圆厂资本开支影响明显。",
      "core_catalyst": "Is KLA (KLAC) Undervalued Ahead Of Earnings Or Already Fully Valued?",
      "evidence_summary": "KLAC moved -6.3% in the latest session, -6.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0812.",
      "facts": [
        {
          "claim": "KLAC moved -6.3% in the latest session, -6.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0051",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Is KLA (KLAC) Undervalued Ahead Of Earnings Or Already Fully Valued?",
          "source_id": "E0812",
          "timestamp": "2026-07-27T14:07:44+00:00"
        },
        {
          "claim": "KLA Corporation (KLAC) Rose on Strong Results and Process Control Demand",
          "source_id": "E0813",
          "timestamp": "2026-07-27T11:52:33+00:00"
        },
        {
          "claim": "Earnings To Watch: KLA Corporation (KLAC) Reports Q2 Results Tomorrow",
          "source_id": "E0814",
          "timestamp": "2026-07-27T11:17:02+00:00"
        },
        {
          "claim": "KLAC fundamentals snapshot: PE 5.69; market cap/assets $26.56B; revenue scale $13.10B; revenue QoQ 3.58%; revenue YoY 13.41%; gross margin 61.12%; net margin 35.17%; ROIC 32.35%; engine score health 69.29 / valuation 100.00.",
          "source_id": "E1874",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "KLA Corporation, together with its subsidiaries, designs, manufactures, and markets process control, process-enabling, and yield management solutions for the semiconductor and related electronics industries worldwide. The company operates through three segments: Semiconductor Pr...",
        "gross_margin": "61.12%",
        "health_score": "69.29",
        "market_cap": "$26.56B",
        "name": "KLA Corporation",
        "net_margin": "35.17%",
        "pe_ratio": "5.69",
        "revenue_growth_qoq": "3.58%",
        "revenue_growth_yoy": "13.41%",
        "revenue_scale": "$13.10B",
        "roic": "32.35%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/",
        "ticker": "KLAC",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 203.36 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": "KLAC",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 191.36,
        "previous_close": 203.36,
        "change": -12.0,
        "change_pct": -0.059008654602675015,
        "change_5d_pct": -0.1204265391276147,
        "change_20d_pct": -0.3126190239198867,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/KLAC?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"
      ],
      "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": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0051",
        "E0812",
        "E0813",
        "E0814",
        "E1874"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "KLAC",
      "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：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": "CoreWeave Announces Date of Second Quarter 2026 Financial Results and Conference Call",
      "evidence_summary": "CRWV moved -6.6% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1141.",
      "facts": [
        {
          "claim": "CRWV moved -6.6% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0176",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "CoreWeave Announces Date of Second Quarter 2026 Financial Results and Conference Call",
          "source_id": "E1141",
          "timestamp": "2026-07-27T20:05:00+00:00"
        },
        {
          "claim": "Coreweave is $71 After Falling 43% in a Year: One Analyst Thinks It Can Rocket to $250",
          "source_id": "E1142",
          "timestamp": "2026-07-27T16:44:24+00:00"
        },
        {
          "claim": "Flow Traders Selects CoreWeave to Power Foundation Model Training for AI-Driven Quantitative Trading",
          "source_id": "E1143",
          "timestamp": "2026-07-28T12:00:00+00:00"
        },
        {
          "claim": "Why Google Cloud’s Hot Sales Can’t Save Alphabet Stock",
          "source_id": "E1144",
          "timestamp": "2026-07-27T15:57:00+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 n/a.",
          "source_id": "E1875",
          "timestamp": "2026-07-28T13:41:36.798386+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": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/",
        "ticker": "CRWV",
        "timestamp": "2026-07-28T13:41:36.798386+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 70.79 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": "CRWV",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 66.02,
        "previous_close": 70.79,
        "change": -4.77000000000001,
        "change_pct": -0.0673823986438764,
        "change_5d_pct": -0.17039459058875195,
        "change_20d_pct": -0.30876349572443185,
        "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",
        "near_local_low",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "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": 2,
        "expectation_gap": 2,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0176",
        "E1141",
        "E1142",
        "E1143",
        "E1144",
        "E1875"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "CRWV",
      "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：Rocket Lab USA主要经营小型火箭发射、航天器平台和空间系统，收入来自发射服务和航天硬件。行业地位：Rocket Lab USA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": "Rocket Lab wins $266 million Space Force launch contract",
      "evidence_summary": "RKLB moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1238.",
      "facts": [
        {
          "claim": "RKLB moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0223",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Rocket Lab wins $266 million Space Force launch contract",
          "source_id": "E1238",
          "timestamp": "2026-07-28T13:09:04+00:00"
        },
        {
          "claim": "Rocket Lab’s Bull Case Strengthens On Neutron Progress And Iridium Deal, Says Citizens – Firm Sees 98% Upside Potential For RKLB",
          "source_id": "E1239",
          "timestamp": "2026-07-28T10:55:51+00:00"
        },
        {
          "claim": "Rocket Lab Has Fallen 58% From Its High While Wall Street's Average Target Sits 79% Above the Price. One Side Is Badly Wrong.",
          "source_id": "E1240",
          "timestamp": "2026-07-28T07:52:00+00:00"
        },
        {
          "claim": "Rocket Lab Debuts a Breakthrough Technology Investors Should Have on Their Radar",
          "source_id": "E1241",
          "timestamp": "2026-07-28T04:50:00+00:00"
        },
        {
          "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ n/a; revenue YoY n/a; gross margin 38.18%; net margin -22.47%; ROIC n/a.",
          "source_id": "E1876",
          "timestamp": "2026-07-28T13:41:36.699338+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$679.58M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-07-28T13:41:36.699338+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 66.94 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": "RKLB",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 62.675,
        "previous_close": 66.94,
        "change": -4.265000000000001,
        "change_pct": -0.06371377352853302,
        "change_5d_pct": -0.09324367029051861,
        "change_20d_pct": -0.36052445022005053,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RKLB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_new_product",
        "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": 3,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0223",
        "E1238",
        "E1239",
        "E1240",
        "E1241",
        "E1876"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "RKLB",
      "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": "Analyst Report: Vertiv Holdings Co",
      "evidence_summary": "VRT moved -6.9% in the latest session, -6.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0901.",
      "facts": [
        {
          "claim": "VRT moved -6.9% in the latest session, -6.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0086",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Analyst Report: Vertiv Holdings Co",
          "source_id": "E0901",
          "timestamp": "2026-07-27T22:59:45+00:00"
        },
        {
          "claim": "Can Vertiv's Americas Business Boost Second-Quarter Results?",
          "source_id": "E0902",
          "timestamp": "2026-07-27T16:45:00+00:00"
        },
        {
          "claim": "Did Vertiv’s Expanded AI Cooling Builds And Higher EPS Guidance Just Shift Vertiv Holdings Co's (VRT) Investment Narrative?",
          "source_id": "E0903",
          "timestamp": "2026-07-25T18:08:52+00:00"
        },
        {
          "claim": "Zacks Investment Ideas feature highlights: Vertiv, Nvidia and EMCOR Group",
          "source_id": "E0904",
          "timestamp": "2026-07-27T09:47:00+00:00"
        },
        {
          "claim": "VRT fundamentals snapshot: PE 70.86; market cap/assets $110.43B; revenue scale $10.84B; revenue QoQ -8.00%; revenue YoY 28.95%; gross margin 37.73%; net margin 14.72%; ROIC 15.00%; engine score health 70.56 / valuation 5.56.",
          "source_id": "E1877",
          "timestamp": "2026-07-27T00:00:00+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": "37.73%",
        "health_score": "70.56",
        "market_cap": "$110.43B",
        "name": "Vertiv Holdings Co",
        "net_margin": "14.72%",
        "pe_ratio": "70.86",
        "revenue_growth_qoq": "-8.00%",
        "revenue_growth_yoy": "28.95%",
        "revenue_scale": "$10.84B",
        "roic": "15.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vrt/",
        "ticker": "VRT",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "5.56"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 287.60 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": "VRT",
        "timestamp": "2026-07-28T13:41:49+00:00",
        "price": 267.69,
        "previous_close": 287.22,
        "change": -19.53000000000003,
        "change_pct": -0.06799665761437235,
        "change_5d_pct": -0.12088669950738917,
        "change_20d_pct": -0.12796039047627283,
        "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",
        "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": 1,
        "expectation_gap": 3,
        "price_action": 17,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0086",
        "E0901",
        "E0902",
        "E0903",
        "E0904",
        "E1877"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "VRT",
      "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：AST SpaceMobile 试图用低轨卫星网络让普通手机在没有地面基站覆盖的区域直接接入语音和数据服务，业务重心包括卫星制造、在轨通信能力建设以及与移动运营商的合作。客户不是终端用户直销为主，而是移动运营商及其覆盖补盲需求，回款前景依赖接入合作、容量使用、漫游和批发式通信服务。关键资产是大尺寸通信卫星、与运营商共享的频谱接入方案、专利体系以及天地一体网络设计。行业地位：在卫星直连手机这个新赛道，AST 的路径是与运营商深度绑定，并强调对现有手机的兼容性。竞争者包括 Starlink 的 direct-to-cell、Lynk Global 和各类天地融合通信方案，关键经营变量是卫星发射节奏、监管许可、链路性能、资本开支能力以及运营商签约落地速度。",
      "core_catalyst": "AST SpaceMobile Taps SpaceX Falcon 9 Again As Next Three BlueBird Satellites Target August 5 Launch",
      "evidence_summary": "ASTS moved -6.7% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1398.",
      "facts": [
        {
          "claim": "ASTS moved -6.7% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0319",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "AST SpaceMobile Taps SpaceX Falcon 9 Again As Next Three BlueBird Satellites Target August 5 Launch",
          "source_id": "E1398",
          "timestamp": "2026-07-28T12:46:47+00:00"
        },
        {
          "claim": "AST SpaceMobile Announces Launch Date for BlueBird Satellites 11, 12, and 13",
          "source_id": "E1399",
          "timestamp": "2026-07-28T11:05:00+00:00"
        },
        {
          "claim": "ASTS Stock Breaks 3-Day Slide: Vodafone Says AST Partnership Is ‘Definitely’ Worth It, Sets Early-2027 Beta Launch",
          "source_id": "E1400",
          "timestamp": "2026-07-28T06:25:13+00:00"
        },
        {
          "claim": "AST SpaceMobile to Host Second Quarter 2026 Business Update Call on August 10, 2026",
          "source_id": "E1401",
          "timestamp": "2026-07-27T20:05:00+00:00"
        },
        {
          "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.94M; revenue QoQ n/a; revenue YoY n/a; gross margin 20.94%; net margin -1693.80%; ROIC -6.10%.",
          "source_id": "E1878",
          "timestamp": "2026-07-28T13:41:37.098511+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "health_score": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$84.94M",
        "roic": "-6.10%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-07-28T13:41:37.098511+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 58.29 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": "ASTS",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 54.391,
        "previous_close": 58.29,
        "change": -3.899000000000001,
        "change_pct": -0.0668896894836164,
        "change_5d_pct": -0.14128512994994458,
        "change_20d_pct": -0.3731589016449932,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASTS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "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": 18,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0319",
        "E1398",
        "E1399",
        "E1400",
        "E1401",
        "E1878"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "ASTS",
      "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": "3 Reasons Lam Research Is Worth a Closer Look Before July 29 Q4 Earnings",
      "evidence_summary": "LRCX moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0765.",
      "facts": [
        {
          "claim": "LRCX moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0037",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "3 Reasons Lam Research Is Worth a Closer Look Before July 29 Q4 Earnings",
          "source_id": "E0765",
          "timestamp": "2026-07-27T18:16:07+00:00"
        },
        {
          "claim": "Lam Research Corporation (LRCX) Rose on Strong Semiconductor Capital Spending",
          "source_id": "E0766",
          "timestamp": "2026-07-28T13:13:50+00:00"
        },
        {
          "claim": "LRCX fundamentals snapshot: PE 54.36; market cap/assets $364.67B; revenue scale $21.68B; revenue QoQ 9.29%; revenue YoY 26.53%; gross margin 49.83%; net margin 31.25%; ROIC 35.72%; engine score health 71.54 / valuation 35.71.",
          "source_id": "E1879",
          "timestamp": "2026-07-27T00:00:00+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": "49.83%",
        "health_score": "71.54",
        "market_cap": "$364.67B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "54.36",
        "revenue_growth_qoq": "9.29%",
        "revenue_growth_yoy": "26.53%",
        "revenue_scale": "$21.68B",
        "roic": "35.72%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/",
        "ticker": "LRCX",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "35.71"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 291.61 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": "LRCX",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 268.98,
        "previous_close": 291.61,
        "change": -22.629999999999995,
        "change_pct": -0.07760364870889203,
        "change_5d_pct": -0.16465838509316766,
        "change_20d_pct": -0.34540410892215256,
        "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",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 20,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 21,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0037",
        "E0765",
        "E0766",
        "E1879"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "LRCX",
      "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：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Analyst Report: Marvell Technology, Inc.",
      "evidence_summary": "MRVL moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0879.",
      "facts": [
        {
          "claim": "MRVL moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0079",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Analyst Report: Marvell Technology, Inc.",
          "source_id": "E0879",
          "timestamp": "2026-07-27T23:06:39+00:00"
        },
        {
          "claim": "Marvell Technology vs. Snowflake: Which High-Growth Artificial Intelligence Stock Is a Better Buy in 2026?",
          "source_id": "E0880",
          "timestamp": "2026-07-28T12:18:01+00:00"
        },
        {
          "claim": "Marvell Technology vs. Nvidia: Which Technology Stock Is a Better Buy in 2026?",
          "source_id": "E0881",
          "timestamp": "2026-07-28T11:25:01+00:00"
        },
        {
          "claim": "Marvell Technology vs. UiPath: Which Tech Stock Is a Better Buy in 2026?",
          "source_id": "E0882",
          "timestamp": "2026-07-28T03:20:01+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 65.49; market cap/assets $165.49B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 45.93 / valuation 21.43.",
          "source_id": "E1880",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "52.15%",
        "health_score": "45.93",
        "market_cap": "$165.49B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "65.49",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "MRVL",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "21.43"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 189.17 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": "MRVL",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 174.345,
        "previous_close": 189.17,
        "change": -14.824999999999989,
        "change_pct": -0.07836866310725799,
        "change_5d_pct": -0.16164168892395825,
        "change_20d_pct": -0.37229522952295235,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0079",
        "E0879",
        "E0880",
        "E0881",
        "E0882",
        "E1880"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "MRVL",
      "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：Flex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：Flex是硬件设备与零部件赛道的重要公司，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": "Earnings To Watch: Flex Ltd (FRA:FXI) Q1 2027 -- GF Value Sees 55% Downside",
      "evidence_summary": "FLEX moved -7.8% in the latest session, -7.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1318.",
      "facts": [
        {
          "claim": "FLEX moved -7.8% in the latest session, -7.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0265",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Earnings To Watch: Flex Ltd (FRA:FXI) Q1 2027 -- GF Value Sees 55% Downside",
          "source_id": "E1318",
          "timestamp": "2026-07-28T13:21:43+00:00"
        },
        {
          "claim": "Flex (FLEX) To Report Earnings Tomorrow: Here Is What To Expect",
          "source_id": "E1319",
          "timestamp": "2026-07-28T11:09:02+00:00"
        },
        {
          "claim": "Flex Ltd. (FLEX) Outgrew the Fund’s Small-Cap Mandate on AI Data Center Strength",
          "source_id": "E1320",
          "timestamp": "2026-07-27T13:06:21+00:00"
        },
        {
          "claim": "FLEX fundamentals snapshot: PE 56.85; market cap/assets $48.53B; revenue scale $27.91B; revenue QoQ +5.9%; revenue YoY 16.86%; gross margin 9.39%; net margin 3.34%; ROIC 4.17%.",
          "source_id": "E1881",
          "timestamp": "2026-07-28T13:41:39.924311+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Flex Ltd. provides technology innovation, supply chain, and manufacturing solutions to data center, communications, enterprise, consumer, automotive, healthcare, industrial, and power industries in the Americas, Asia, and Europe. The company operates through three segments: Inte...",
        "gross_margin": "9.39%",
        "health_score": null,
        "market_cap": "$48.53B",
        "name": "Flex Ltd.",
        "net_margin": "3.34%",
        "pe_ratio": "56.85",
        "revenue_growth_qoq": "+5.9%",
        "revenue_growth_yoy": "16.86%",
        "revenue_scale": "$27.91B",
        "roic": "4.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/flex/+field-fallback:https://stockanalysis.com/stocks/flex/",
        "ticker": "FLEX",
        "timestamp": "2026-07-28T13:41:39.924311+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 116.07 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": "FLEX",
        "timestamp": "2026-07-28T13:41:49+00:00",
        "price": 107.419,
        "previous_close": 116.07,
        "change": -8.650999999999996,
        "change_pct": -0.0745326096321185,
        "change_5d_pct": -0.10416982137126263,
        "change_20d_pct": -0.26776412928011906,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FLEX?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_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": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0265",
        "E1318",
        "E1319",
        "E1320",
        "E1881"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "FLEX",
      "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：Teradyne主要经营半导体自动测试设备、机器人和工业自动化解决方案。行业地位：Teradyne是半导体赛道的核心公司，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Teradyne (TER) Stock May Trade Near Fair Value On Earnings Tomorrow",
      "evidence_summary": "TER moved -8.8% in the latest session, -8.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1186.",
      "facts": [
        {
          "claim": "TER moved -8.8% in the latest session, -8.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0197",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Teradyne (TER) Stock May Trade Near Fair Value On Earnings Tomorrow",
          "source_id": "E1186",
          "timestamp": "2026-07-28T10:08:28+00:00"
        },
        {
          "claim": "Teradyne (TER) Earnings Put AI Driven Fair Value Narrative To The Test",
          "source_id": "E1187",
          "timestamp": "2026-07-28T05:09:41+00:00"
        },
        {
          "claim": "Teradyne (TER) Reports Earnings Tomorrow: What To Expect",
          "source_id": "E1188",
          "timestamp": "2026-07-27T11:01:02+00:00"
        },
        {
          "claim": "Dear Teradyne Stock Fans, Mark Your Calendars for July 28",
          "source_id": "E1189",
          "timestamp": "2026-07-27T15:21:48+00:00"
        },
        {
          "claim": "TER fundamentals snapshot: PE 61.36; market cap/assets $52.40B; revenue scale $3.79B; revenue QoQ 18.38%; revenue YoY 30.32%; gross margin 60.89%; net margin 31.10%; ROIC 22.99%; engine score health 57.42 / valuation 28.57.",
          "source_id": "E1882",
          "timestamp": "2026-07-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Teradyne, Inc. engages in the design, development, manufacture, and sale of automated test systems and robotics products in the United States, Asia Pacific, Europe, the Middle East, and Africa. The company operates through Semiconductor Test, Robotics, and Other segments. The Se...",
        "gross_margin": "60.89%",
        "health_score": "57.42",
        "market_cap": "$52.40B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "61.36",
        "revenue_growth_qoq": "18.38%",
        "revenue_growth_yoy": "30.32%",
        "revenue_scale": "$3.79B",
        "roic": "22.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ter/",
        "ticker": "TER",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 334.77 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": "TER",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 307.1,
        "previous_close": 334.77,
        "change": -27.66999999999996,
        "change_pct": -0.08265376228455346,
        "change_5d_pct": -0.17896483535365548,
        "change_20d_pct": -0.3370177550892003,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TER?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_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": 2,
        "expectation_gap": 2,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0197",
        "E1186",
        "E1187",
        "E1188",
        "E1189",
        "E1882"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "TER",
      "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：STMicroelectronics主要经营汽车、工业、功率、模拟和微控制器半导体。行业地位：STMicroelectronics是半导体赛道的核心公司，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "STMicroelectronics Nosedives Following Q3 Revenue Guidance Miss. How to Play STM Stock Here.",
      "evidence_summary": "STM moved -6.7% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1220.",
      "facts": [
        {
          "claim": "STM moved -6.7% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0214",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "STMicroelectronics Nosedives Following Q3 Revenue Guidance Miss. How to Play STM Stock Here.",
          "source_id": "E1220",
          "timestamp": "2026-07-27T17:52:20+00:00"
        },
        {
          "claim": "STMicroelectronics (ENXTPA:STMPA) And FocalPoint Launch New Vehicle Positioning Solution",
          "source_id": "E1221",
          "timestamp": "2026-07-25T01:10:26+00:00"
        },
        {
          "claim": "STMicroelectronics announces status of common share repurchase program",
          "source_id": "E1222",
          "timestamp": "2026-07-27T12:00:00+00:00"
        },
        {
          "claim": "STM fundamentals snapshot: PE 99.92; market cap/assets $50.82B; revenue scale $13.10B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1883",
          "timestamp": "2026-07-28T13:41:40.580827+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "STMicroelectronics N.V., together with its subsidiaries, designs, develops, manufactures, and sells semiconductor products in Europe, the Middle East, Africa, the Americas, and the Asia Pacific. The company operates through Analog products, MEMS and Sensors Group (AM&S); Power a...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$50.82B",
        "name": "STMicroelectronics N.V.",
        "net_margin": null,
        "pe_ratio": "99.92",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$13.10B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stm/",
        "ticker": "STM",
        "timestamp": "2026-07-28T13:41:40.580827+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 53.45 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": "STM",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 49.98,
        "previous_close": 53.455,
        "change": -3.4750000000000014,
        "change_pct": -0.06500795061266484,
        "change_5d_pct": -0.23613021906028675,
        "change_20d_pct": -0.33172884893462384,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/STM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_new_product",
        "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": 16,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0214",
        "E1220",
        "E1221",
        "E1222",
        "E1883"
      ],
      "stage": "late",
      "theme": "new product catalyst",
      "ticker": "STM",
      "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：Centene主要经营商业医保、政府医保管理、药房福利、医疗服务网络和健康管理业务。行业地位：Centene是医保与管理式医疗赛道的重要公司，可比/竞争公司包括CVS Health、Elevance Health、Cigna、Molina Healthcare。关键变量主要是医疗成本率、政府费率、会员增长、药品成本、监管政策和垂直整合。",
      "core_catalyst": "Centene Raises Full-Year Outlook After Strong Second-Quarter Earnings Beat",
      "evidence_summary": "CNC moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1385.",
      "facts": [
        {
          "claim": "CNC moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0313",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Centene Raises Full-Year Outlook After Strong Second-Quarter Earnings Beat",
          "source_id": "E1385",
          "timestamp": "2026-07-28T12:15:59+00:00"
        },
        {
          "claim": "Centene (CNC) Q2 Earnings and Revenues Surpass Estimates",
          "source_id": "E1386",
          "timestamp": "2026-07-28T11:10:02+00:00"
        },
        {
          "claim": "Centene Raises 2026 Outlook on Profit, Revenue Growth",
          "source_id": "E1387",
          "timestamp": "2026-07-28T10:48:00+00:00"
        },
        {
          "claim": "Centene’s (NYSE:CNC) Q2 CY2026: Strong Sales, Guides for Strong Full-Year Sales",
          "source_id": "E1388",
          "timestamp": "2026-07-28T10:40:23+00:00"
        },
        {
          "claim": "CNC fundamentals snapshot: PE n/a; market cap/assets $29.50B; revenue scale $198.10B; revenue QoQ 0.44%; revenue YoY 17.02%; gross margin 21.90%; net margin 3.09%; ROIC -8.98%; engine score health 54.29 / valuation n/a.",
          "source_id": "E1884",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Centene Corporation operates as a managed care company that provides programs and services to under-insured families, and commercial organizations in the United States. It operates through four segments: Medicaid, Medicare, Commercial, and Other. The Medicaid segment offers the...",
        "gross_margin": "21.90%",
        "health_score": "54.29",
        "market_cap": "$29.50B",
        "name": "Centene Corp.",
        "net_margin": "3.09%",
        "pe_ratio": null,
        "revenue_growth_qoq": "0.44%",
        "revenue_growth_yoy": "17.02%",
        "revenue_scale": "$198.10B",
        "roic": "-8.98%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cnc/",
        "ticker": "CNC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 64.08 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": "CNC",
        "timestamp": "2026-07-28T13:41:48+00:00",
        "price": 59.395,
        "previous_close": 64.065,
        "change": -4.669999999999995,
        "change_pct": -0.07289471630375388,
        "change_5d_pct": -0.12124569880020164,
        "change_20d_pct": -0.07971801739298601,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CNC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_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": 1,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0313",
        "E1385",
        "E1386",
        "E1387",
        "E1388",
        "E1884"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "CNC",
      "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：United Parcel Service主要经营全球包裹递送、快递、货运和供应链服务。行业地位：United Parcel Service是综合物流赛道的核心公司，可比/竞争公司包括XPO Logistics、J.B. Hunt Transport Services、Expeditors International of Washington、ZTO Express (Cayman)。关键变量主要是货量、运价、燃油成本、电商需求、劳动力成本、网络效率和全球贸易。",
      "core_catalyst": "UPS Stock Rises on Strong Earnings. The Worst Should Be Over.",
      "evidence_summary": "UPS moved -6.2% in the latest session, -6.0% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1034.",
      "facts": [
        {
          "claim": "UPS moved -6.2% in the latest session, -6.0% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0135",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "UPS Stock Rises on Strong Earnings. The Worst Should Be Over.",
          "source_id": "E1034",
          "timestamp": "2026-07-28T11:56:00+00:00"
        },
        {
          "claim": "UPS Q2 2026 earnings beat estimates, raises full-year revenue outlook",
          "source_id": "E1035",
          "timestamp": "2026-07-28T11:20:32+00:00"
        },
        {
          "claim": "United Parcel Service (UPS) Beats Q2 Earnings and Revenue Estimates",
          "source_id": "E1036",
          "timestamp": "2026-07-28T11:15:03+00:00"
        },
        {
          "claim": "AI concerns pressure chipmakers premarket; UPS, Carrier rise",
          "source_id": "E1037",
          "timestamp": "2026-07-28T11:53:14+00:00"
        },
        {
          "claim": "UPS fundamentals snapshot: PE 18.28; market cap/assets $90.05B; revenue scale $88.32B; revenue QoQ -13.39%; revenue YoY -2.71%; gross margin 15.84%; net margin 4.08%; ROIC 10.40%; engine score health 45.83 / valuation n/a.",
          "source_id": "E1885",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "United Parcel Service, Inc., a package delivery and logistics provider, offers transportation and delivery services. It operates through two segments, U.S. Domestic Package and International Package. The U.S. Domestic Package segment offers time-definite delivery services for ex...",
        "gross_margin": "15.84%",
        "health_score": "45.83",
        "market_cap": "$90.05B",
        "name": "United Parcel Service, Inc.",
        "net_margin": "4.08%",
        "pe_ratio": "18.28",
        "revenue_growth_qoq": "-13.39%",
        "revenue_growth_yoy": "-2.71%",
        "revenue_scale": "$88.32B",
        "roic": "10.40%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ups/",
        "ticker": "UPS",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 112.95 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": "UPS",
        "timestamp": "2026-07-28T13:41:50+00:00",
        "price": 106.48,
        "previous_close": 112.89,
        "change": -6.409999999999997,
        "change_pct": -0.056780937195500036,
        "change_5d_pct": -0.08475156135688588,
        "change_20d_pct": -0.014165374557633226,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/UPS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_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": 0,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0135",
        "E1034",
        "E1035",
        "E1036",
        "E1037",
        "E1885"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "UPS",
      "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：Oklo主要开发先进小型核反应堆和清洁电力项目，业务仍与核能商业化和许可进展高度相关。行业地位：Oklo是受监管电力公用事业赛道的重要参与者，可比/竞争公司包括The Southern、Duke Energy、National Grid、Dominion Energy。关键变量主要是监管允许ROE、资本开支、负荷增长、利率、燃料成本、极端天气和电网投资。",
      "core_catalyst": "Oklo Announces Date for Second Quarter 2026 Financial Results and Business Update Call",
      "evidence_summary": "OKLO moved -7.1% in the latest session, -6.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1657.",
      "facts": [
        {
          "claim": "OKLO moved -7.1% in the latest session, -6.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0503",
          "timestamp": "2026-07-28T00:00:00+00:00"
        },
        {
          "claim": "Oklo Announces Date for Second Quarter 2026 Financial Results and Business Update Call",
          "source_id": "E1657",
          "timestamp": "2026-07-27T10:30:00+00:00"
        },
        {
          "claim": "Nuclear Company Oklo Receives Startup Authorization for Groves Reactor, A Key Step In Its Regulatory Journey",
          "source_id": "E1658",
          "timestamp": "2026-07-25T12:15:01+00:00"
        },
        {
          "claim": "The Crowd Is Dumping Oklo. Here's Why I'd Be Buying It Down 44%.",
          "source_id": "E1659",
          "timestamp": "2026-07-25T17:25:00+00:00"
        },
        {
          "claim": "OpenAI's Sam Altman Is Betting Big on Nuclear -- Should You Follow Him Into Oklo?",
          "source_id": "E1660",
          "timestamp": "2026-07-25T06:25:00+00:00"
        },
        {
          "claim": "OKLO fundamentals snapshot: PE n/a; market cap/assets $11.87B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC -16.61%.",
          "source_id": "E1886",
          "timestamp": "2026-07-28T13:41:40.744517+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Oklo Inc. develops fission power plants to provide energy at scale to customers in the United States. The company offers Aurora Powerhouse, which is designed to produce between 15 and up to 75 megawatts of electricity. It is also commercializing nuclear fuel recycling and fuel f...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$11.87B",
        "name": "Oklo Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": "-16.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/",
        "ticker": "OKLO",
        "timestamp": "2026-07-28T13:41:40.744517+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": "Downside attention thesis weakens if price recovers above 41.81 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": "OKLO",
        "timestamp": "2026-07-28T13:41:51+00:00",
        "price": 38.905,
        "previous_close": 41.85,
        "change": -2.9450000000000003,
        "change_pct": -0.07037037037037042,
        "change_5d_pct": -0.11840020262067008,
        "change_20d_pct": -0.26260422218168444,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/OKLO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_low",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_regulatory_policy",
        "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": 1,
        "expectation_gap": 3,
        "price_action": 18,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0503",
        "E1657",
        "E1658",
        "E1659",
        "E1660",
        "E1886"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "OKLO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY -0.2%, QQQ -1.4%, IWM -0.3%, HYG +0.0%, TLT +0.1%, VIXY +1.0%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": 6.307556452633811e-05,
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        "TLT": 0.0014483582089552804,
        "VIXY": 0.009822263797941932
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      "source_id": "E0001",
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      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-07-28"
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    {
      "claim": "QQQ moved -1.4% in the latest session, +0.0% relative to benchmark, with volume at 0.2x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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        "ticker": "QQQ",
        "upper_wick_to_range": 0.22289156626504442,
        "volume_ratio_20d": 0.157360405419815
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      "source_id": "E0002",
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      "ticker": "QQQ",
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      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/QQQ/2026-07-28"
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    {
      "claim": "DIA moved +0.6% in the latest session, +0.8% relative to benchmark, with volume at 0.3x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "DIA",
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      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-07-28"
    },
    {
      "claim": "TLT moved +0.1% in the latest session, +0.3% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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        "volume_ratio_20d": 0.07013282336057435
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      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "TLT",
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      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-07-28"
    },
    {
      "claim": "HYG moved +0.0% in the latest session, +0.2% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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        "close": 79.275,
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        "latest_date": "2026-07-28",
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        "return_1d_vs_avg_abs_20d": 0.0413893977493229,
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        "ticker": "HYG",
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        "volume_ratio_20d": 0.10033385439244215
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      "source_id": "E0005",
      "source_type": "market_data",
      "ticker": "HYG",
      "tier": 1,
      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/HYG/2026-07-28"
    },
    {
      "claim": "LQD moved +0.1% in the latest session, +0.3% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "volume_ratio_20d": 0.015128519848509917
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      "source_id": "E0006",
      "source_type": "market_data",
      "ticker": "LQD",
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      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-07-28"
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    {
      "claim": "GLD moved -1.5% in the latest session, -1.3% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
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        "return_1d_vs_avg_abs_20d": 1.4010436520062473,
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      "source_id": "E0007",
      "source_type": "market_data",
      "ticker": "GLD",
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      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/GLD/2026-07-28"
    },
    {
      "claim": "SLV moved -2.9% in the latest session, -2.7% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "latest_date": "2026-07-28",
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        "return_1d_vs_avg_abs_20d": 1.4999830269971126,
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        "ticker": "SLV",
        "upper_wick_to_range": -3.970588235294165,
        "volume_ratio_20d": 0.13526499606941597
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      "source_id": "E0008",
      "source_type": "market_data",
      "ticker": "SLV",
      "tier": 1,
      "timestamp": "2026-07-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SLV/2026-07-28"
    },
    {
      "claim": "USO moved -1.1% in the latest session, -0.9% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.028228023245168255,
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      "claim": "Will Salesforce’s (CRM) US$1.6 Billion VA AI Deal Redefine Its Government-Cloud Narrative?",
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      "claim": "Wedbush Just Raised Its Price Target on Seagate Stock. Here's Why.",
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      "claim": "Another Memory Massacre Is Inbound on Tuesday: Micron, SanDisk, Seagate See Large Premarket Losses",
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      "claim": "The TJX Companies (TJX) Looks Attractive on Market Share Gains and Margin Expansion",
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      "claim": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: Boston Scientific, Clorox, CrowdStrike, Exxon Mobil, Honeywell International, Intuit, Intuitive Surgical, Levi Strauss, and More",
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      "claim": "CXMT’s Blockbuster IPO Hits MU, SNDK and WDC—Is the Memory Rally at Risk?",
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      "claim": "What Analyst Projections for Key Metrics Reveal About Anheuser-Busch Inbev (BUD) Q2 Earnings",
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      "claim": "Rothschild & Co Redburn Adjusts PT on Abbott Laboratories to $119 From $126, Maintains Neutral Rating",
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      "ticker": "ABT",
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      "claim": "Kate Farms Expands High Protein Nutrition Shake Into Walmart and CVS as Retail Distribution Grows Sevenfold",
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      "claim": "Leading Maryland Administrative Services Only Health Plans Assessed by Mark Farrah Associates",
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      "claim": "Earnings To Watch: GSK PLC (LSE:GSK) Reports Q2 2026 Result",
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      "claim": "Raymond James Adjusts PT on Constellation Energy to $346 From $374, Maintains Outperform Rating",
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      "ticker": "CEG",
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      "claim": "Barclays Adjusts Price Target on Constellation Energy to $324 From $358, Maintains Overweight Rating",
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      "ticker": "CEG",
      "tier": 2,
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      "claim": "Energy Transition Update - SunPower Advances Amid Solar Industry Challenges",
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      "claim": "Constellation Energy Corporation (CEG) Stock Drops Despite Market Gains: Important Facts to Note",
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      "ticker": "CEG",
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      "claim": "Medtronic (MDT) Completes $650 Million SPR Deal And Launches ViaVerte",
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      "claim": "Is Medtronic (MDT) Fairly Valued After Its Pediatric Cannula Recall?",
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      "claim": "Medtronic (MDT) Outpaces Stock Market Gains: What You Should Know",
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      "claim": "Duke Energy surpasses $65 million in North Carolina customer assistance with new $1 million investment in nonprofits",
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      "claim": "Analyst Report: McKesson Corporation",
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      "timestamp": "2026-07-27T23:18:32+00:00",
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      "claim": "Is McKesson (MCK) a Buy as Wall Street Analysts Look Optimistic?",
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      "claim": "McKesson (MCK) Declares Quarterly Dividend, Is The Stock Still Undervalued?",
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      "claim": "SEC 8-K filing: 8-K 2026-07-27",
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    {
      "claim": "Oppenheimer Adjusts PT on Cadence Design Systems to $300 From $275, Maintains Perform Rating",
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      "timestamp": "2026-07-28T12:50:38+00:00",
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      "claim": "Rothschild & Co Redburn Adjusts PT on Cadence Design Systems to $395 From $385, Maintains Buy Rating",
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      "ticker": "CDNS",
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      "claim": "Morgan Stanley Adjusts PT on Cadence Design Systems to $400 From $370, Maintains Overweight Rating",
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      "ticker": "CDNS",
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      "timestamp": "2026-07-28T11:23:56+00:00",
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      "claim": "Leerink Partners Adjusts PT on HCA Healthcare to $492 From $500, Maintains Outperform Rating",
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      "claim": "Mizuho Adjusts Price Target on HCA Healthcare to $475 From $525, Maintains Outperform Rating",
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      "claim": "Goldman Sachs Adjusts Price Target on HCA Healthcare to $485 From $558, Maintains Buy Rating",
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      "timestamp": "2026-07-28T09:52:06+00:00",
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      "claim": "Tenet Healthcare Tops Q2 Earnings Estimates, Raises 2026 Outlook",
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      "claim": "IP Fabric’s ServiceNow Integration Keeps CMDB Continuously Accurate and Updated",
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      "timestamp": "2026-07-27T22:54:12+00:00",
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    {
      "claim": "Salesforce Surges 7%, ServiceNow Jumps 8%, Workday Jumps 10% as Software Rebounds on AI Rotation",
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      "claim": "Brokers Suggest Investing in ServiceNow (NOW): Read This Before Placing a Bet",
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      "claim": "Analyst Report: Comcast Corp",
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      "claim": "Citigroup Adjusts Price Target on Comcast to $30 From $32, Maintains Buy Rating",
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      "timestamp": "2026-07-27T10:25:36+00:00",
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      "claim": "CMCSA Stock Gains Over 3% — NBCUniversal Teams Up With Alphabet To Stream Peacock On YouTube Premium",
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      "claim": "HSBC Adjusts Price Target on Allstate to $265 From $264, Maintains Hold Rating",
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      "claim": "The Allstate Corporation (ALL) Soars to 52-Week High, Time to Cash Out?",
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      "claim": "Dear Teradyne Stock Fans, Mark Your Calendars for July 28",
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      "claim": "Jefferies Adjusts Price Target on Targa Resources to $327 From $314, Maintains Buy Rating",
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      "claim": "Raymond James Adjusts Price Target on Vistra to $186 From $202, Maintains Strong Buy Rating",
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      "claim": "Morgan Stanley Adjusts Price Target on Vistra to $212 From $208, Maintains Overweight Rating",
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      "claim": "Vistra Is Up 720% in 5 Years. Is There Still Time to Buy This AI \"Picks and Shovels\" Stock?",
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    {
      "claim": "AMETEK (AME) After Automation Optimism Is The Stock A Buying Opportunity Or Priced In",
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    {
      "claim": "W.W. Grainger (GWW) Stock Could Be 17% Overvalued As Q2 Hopes Build",
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      "claim": "Carrier Global Q2 Earnings Call Highlights",
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      "claim": "SEC 4 filing: 4 2026-07-22",
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      "claim": "Coherent Insider Sold Shares Worth $306,680, According to a Recent SEC Filing",
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      "claim": "Arthur J. Gallagher to Report 2Q Earnings Soon: What to Expect?",
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      "claim": "Oppenheimer Lowers Price Target on Autodesk to $300 From $325, Keeps Outperform Rating",
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      "claim": "Coinbase CEO Brian Armstrong Once Advised People to Build a Powerful Vision of the Change They Seek: 'Start With Something You Feel in Your Bones'",
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      "claim": "Strategy Stock Rises After Company Boosts Dollar Reserve to $3.75 Billion",
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      "claim": "Westinghouse Air Brake Technologies (WAB) Is Up 16.7% After Buyback-Fueled EPS Lift And Dividend Affirmation",
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      "claim": "Tylenol With Naproxen FDA Approval Could Be A Game Changer For Kenvue (KVUE)",
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      "claim": "Paychex (PAYX) Board Change And Dividend Stand Out, Is It Fully Priced?",
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      "claim": "Marvell Technology vs. UiPath: What Do the Quarterly Revenue Trends of These Artificial Intelligence Companies Tell Investors?",
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      "claim": "Marvell Technology vs. UiPath: Which Tech Stock Is a Better Buy in 2026?",
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      "claim": "UiPath vs. Snowflake: Which Artificial Intelligence Tech Stock Is a Better Buy in 2026?",
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    {
      "claim": "Is Murata Manufacturing (MRAAY) Stock Outpacing Its Industrial Products Peers This Year?",
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      "claim": "Can Magnolia Oil & Gas (MGY) Stay Reasonable After the WildFire Deal?",
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      "claim": "Chemed (CHE) Q2 Earnings: What To Expect",
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      "claim": "Berkshire Hathaway Completes Taylor Morrison Acquisition",
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      "claim": "Is LBRT Stock Attractive After Its Sharp Pullback and Earnings Beat?",
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      "claim": "BofA Securities Adjusts Liberty Energy Price Target to $28 From $35",
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      "claim": "Apple launches Klarna device lease program starting at $17.99/month",
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      "claim": "Tutor Perini Announces Conference Call to Discuss Second Quarter 2026 Results",
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    {
      "claim": "Tutor Perini (TPC) Stock Looks Cheap Despite Its Massive 3 Year Run",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Tutor Perini (TPC) Stock Looks Cheap Despite Its Massive 3 Year Run"
      },
      "source_id": "E1850",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-26T02:08:37+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-tpc-stock-looks-020837110.html"
    },
    {
      "claim": "Tutor Perini (TPC) Is Up 10.4% After Broader S&P Index Inclusion Across Key US Benchmarks",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Tutor Perini (TPC) Is Up 10.4% After Broader S&P Index Inclusion Across Key US Benchmarks"
      },
      "source_id": "E1851",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-26T00:15:44+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-tpc-10-4-001544080.html"
    },
    {
      "claim": "Comstock Resources (CRK) Reports Earnings Tomorrow: What To Expect",
      "confidence": 0.78,
      "publisher": "StockStory",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Comstock Resources (CRK) Reports Earnings Tomorrow: What To Expect"
      },
      "source_id": "E1852",
      "source_type": "earnings",
      "ticker": "CRK",
      "tier": 2,
      "timestamp": "2026-07-28T11:57:02+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/comstock-resources-crk-reports-earnings-115702064.html"
    },
    {
      "claim": "Macy's (M) Is Up 7.1% After Highlighting Undervaluation and New Bluemercury Chief - Has The Bull Case Changed?",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Macy's (M) Is Up 7.1% After Highlighting Undervaluation and New Bluemercury Chief - Has The Bull Case Changed?"
      },
      "source_id": "E1853",
      "source_type": "news",
      "ticker": "M",
      "tier": 2,
      "timestamp": "2026-07-27T22:08:24+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/macys-m-7-1-highlighting-220824041.html"
    },
    {
      "claim": "Can Macy's (M) Still Be A Bargain After A 77% Run?",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Can Macy's (M) Still Be A Bargain After A 77% Run?"
      },
      "source_id": "E1854",
      "source_type": "news",
      "ticker": "M",
      "tier": 2,
      "timestamp": "2026-07-27T15:14:45+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/macys-m-still-bargain-77-151445505.html"
    },
    {
      "claim": "Macy's (M) Could Be 41% Below Fair Value Following Its Recent Pullback",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Macy's (M) Could Be 41% Below Fair Value Following Its Recent Pullback"
      },
      "source_id": "E1855",
      "source_type": "news",
      "ticker": "M",
      "tier": 2,
      "timestamp": "2026-07-27T14:07:31+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/macys-m-could-41-below-140731566.html"
    },
    {
      "claim": "Boot Barn (BOOT) Q2 Earnings: What To Expect",
      "confidence": 0.78,
      "publisher": "StockStory",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Boot Barn (BOOT) Q2 Earnings: What To Expect"
      },
      "source_id": "E1856",
      "source_type": "earnings",
      "ticker": "BOOT",
      "tier": 2,
      "timestamp": "2026-07-28T06:37:02+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/boot-barn-boot-q2-earnings-063702676.html"
    },
    {
      "claim": "AMD fundamentals snapshot: PE 165.05; market cap/assets $744.48B; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%; engine score health 60.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Advanced Micro Devices, Inc. operates as a semiconductor company internationally. It operates in three segments: Data Center, Client and Gaming, and Embedded. The company offers artificial intelligence (AI) accelerators, microprocessors, and graphics processing units (GPUs) as s...",
        "gross_margin": "52.82%",
        "health_score": "60.00",
        "market_cap": "$744.48B",
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": "165.05",
        "revenue_growth_qoq": "-0.17%",
        "revenue_growth_yoy": "34.97%",
        "revenue_scale": "$37.45B",
        "roic": "5.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/",
        "ticker": "AMD",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1857",
      "source_type": "fundamentals",
      "ticker": "AMD",
      "tier": 2,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/"
    },
    {
      "claim": "MU fundamentals snapshot: PE 20.14; market cap/assets $1.02T; 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 72.86 / valuation 85.71.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "84.56%",
        "health_score": "72.86",
        "market_cap": "$1.02T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "20.14",
        "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/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "source_id": "E1858",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "GLW fundamentals snapshot: PE 68.17; market cap/assets $123.38B; revenue scale $16.32B; revenue QoQ -1.68%; revenue YoY 20.05%; gross margin 36.87%; net margin 8.95%; ROIC 8.00%; engine score health 58.21 / valuation 25.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Corning Incorporated operates in optical communications, display, specialty materials, automotive, and life sciences businesses in the United States, Canada, Mexico, Japan, Taiwan, China, South Korea, Germany, and internationally. The company provides optical fibers and cables;...",
        "gross_margin": "36.87%",
        "health_score": "58.21",
        "market_cap": "$123.38B",
        "name": "Corning Incorporated",
        "net_margin": "8.95%",
        "pe_ratio": "68.17",
        "revenue_growth_qoq": "-1.68%",
        "revenue_growth_yoy": "20.05%",
        "revenue_scale": "$16.32B",
        "roic": "8.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/",
        "ticker": "GLW",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "source_id": "E1859",
      "source_type": "fundamentals",
      "ticker": "GLW",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/"
    },
    {
      "claim": "AMKR fundamentals snapshot: PE 21.36; market cap/assets $19.01B; revenue scale $7.46B; revenue QoQ n/a; revenue YoY n/a; gross margin 16.79%; net margin 9.21%; ROIC 3.85%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Amkor Technology, Inc. provides outsourced semiconductor packaging and test services in the United States, Japan, Europe, and the Asia Pacific. It offers turnkey packaging and test services, including semiconductor wafer bump, wafer probe, wafer back-grind, package design, packa...",
        "gross_margin": "16.79%",
        "health_score": null,
        "market_cap": "$19.01B",
        "name": "Amkor Technology, Inc.",
        "net_margin": "9.21%",
        "pe_ratio": "21.36",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$7.46B",
        "roic": "3.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amkr/",
        "ticker": "AMKR",
        "timestamp": "2026-07-28T13:41:24.696522+00:00",
        "valuation_score": null
      },
      "source_id": "E1860",
      "source_type": "fundamentals",
      "ticker": "AMKR",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:24.696522+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amkr/"
    },
    {
      "claim": "BE fundamentals snapshot: PE 7132.96; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ n/a; revenue YoY n/a; gross margin 30.03%; net margin 9.81%; ROIC 6.32%.",
      "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": "30.03%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "7132.96",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.45B",
        "roic": "6.32%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-07-28T13:41:24.698550+00:00",
        "valuation_score": null
      },
      "source_id": "E1861",
      "source_type": "fundamentals",
      "ticker": "BE",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:24.698550+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/"
    },
    {
      "claim": "STX fundamentals snapshot: PE 77.10; market cap/assets $183.34B; revenue scale $11.01B; revenue QoQ 10.16%; revenue YoY 28.92%; gross margin 46.50%; net margin 24.04%; ROIC 35.08%; engine score health 73.33 / valuation 14.29.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Seagate Technology Holdings plc engages in the provision of data storage technology and infrastructure solutions in Singapore, the United States, the Netherlands, and internationally. The company offers mass capacity storage products, including enterprise nearline hard disk driv...",
        "gross_margin": "46.50%",
        "health_score": "73.33",
        "market_cap": "$183.34B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "77.10",
        "revenue_growth_qoq": "10.16%",
        "revenue_growth_yoy": "28.92%",
        "revenue_scale": "$11.01B",
        "roic": "35.08%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "source_id": "E1862",
      "source_type": "fundamentals",
      "ticker": "STX",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/"
    },
    {
      "claim": "AMAT fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%; engine score health 73.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "49.90%",
        "health_score": "73.00",
        "market_cap": null,
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "AMAT",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1863",
      "source_type": "fundamentals",
      "ticker": "AMAT",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "PLTR fundamentals snapshot: PE 138.19; market cap/assets $315.29B; revenue scale $5.22B; revenue QoQ 16.05%; revenue YoY 67.71%; gross margin 86.78%; net margin 53.32%; ROIC 19.53%; engine score health 78.57 / valuation 15.38.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "86.78%",
        "health_score": "78.57",
        "market_cap": "$315.29B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "53.32%",
        "pe_ratio": "138.19",
        "revenue_growth_qoq": "16.05%",
        "revenue_growth_yoy": "67.71%",
        "revenue_scale": "$5.22B",
        "roic": "19.53%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "source_id": "E1864",
      "source_type": "fundamentals",
      "ticker": "PLTR",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/"
    },
    {
      "claim": "KO fundamentals snapshot: PE 26.44; market cap/assets $384.08B; revenue scale $49.28B; revenue QoQ 5.50%; revenue YoY 5.11%; gross margin 62.96%; net margin 31.46%; ROIC 13.88%; engine score health 67.22 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "The Coca-Cola Company, a beverage company, manufactures and sells various nonalcoholic beverages in the United States and internationally. The company provides Trademark Coca-Cola, sparkling soft drinks and flavors; water, sports, coffee, and tea; juice, value-added dairy, and p...",
        "gross_margin": "62.96%",
        "health_score": "67.22",
        "market_cap": "$384.08B",
        "name": "The Coca-Cola Company",
        "net_margin": "31.46%",
        "pe_ratio": "26.44",
        "revenue_growth_qoq": "5.50%",
        "revenue_growth_yoy": "5.11%",
        "revenue_scale": "$49.28B",
        "roic": "13.88%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ko/",
        "ticker": "KO",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1865",
      "source_type": "fundamentals",
      "ticker": "KO",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ko/"
    },
    {
      "claim": "CAT fundamentals snapshot: PE 42.70; market cap/assets $402.23B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 46.82 / valuation 13.89.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "46.82",
        "market_cap": "$402.23B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "42.70",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "13.89"
      },
      "source_id": "E1866",
      "source_type": "fundamentals",
      "ticker": "CAT",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/"
    },
    {
      "claim": "RMBS fundamentals snapshot: PE 40.69; market cap/assets $12.76B; revenue scale $756.33M; revenue QoQ n/a; revenue YoY n/a; gross margin 79.76%; net margin 32.60%; ROIC 9.56%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rambus Inc. manufactures and sells semiconductor products in the United States, South Korea, Singapore, and internationally. It offers memory interface chips comprising DDR5 memory interface chips which include registering clock driver, multiplexed registering clock driver, mult...",
        "gross_margin": "79.76%",
        "health_score": null,
        "market_cap": "$12.76B",
        "name": "Rambus Inc.",
        "net_margin": "32.60%",
        "pe_ratio": "40.69",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$756.33M",
        "roic": "9.56%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rmbs/",
        "ticker": "RMBS",
        "timestamp": "2026-07-28T13:41:30.838872+00:00",
        "valuation_score": null
      },
      "source_id": "E1867",
      "source_type": "fundamentals",
      "ticker": "RMBS",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:30.838872+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rmbs/"
    },
    {
      "claim": "SITM fundamentals snapshot: PE n/a; market cap/assets $15.75B; revenue scale $379.91M; revenue QoQ n/a; revenue YoY n/a; gross margin 58.96%; net margin -4.59%; ROIC -3.45%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "SiTime Corporation engages in the design, development, and sale of silicon timing systems solutions in Hong Kong, Taiwan, the United States, Singapore, and internationally. It offers various types of oscillators, as well as clock integrated circuits, resonators, and synchronizat...",
        "gross_margin": "58.96%",
        "health_score": null,
        "market_cap": "$15.75B",
        "name": "SiTime Corporation",
        "net_margin": "-4.59%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$379.91M",
        "roic": "-3.45%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sitm/",
        "ticker": "SITM",
        "timestamp": "2026-07-28T13:41:31.271925+00:00",
        "valuation_score": null
      },
      "source_id": "E1868",
      "source_type": "fundamentals",
      "ticker": "SITM",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:31.271925+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sitm/"
    },
    {
      "claim": "UL fundamentals snapshot: PE 11.92; market cap/assets $127.66B; revenue scale $59.30B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC 2.70%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Unilever PLC operates as a fast-moving consumer goods company in the Asia Pacific, Africa, the Americas, and Europe. It operates through four segments: Beauty & Wellbeing, Personal Care, Home Care, and Foods. The Beauty & Wellbeing segment offers hair care, such as shampoo, cond...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$127.66B",
        "name": "Unilever PLC",
        "net_margin": null,
        "pe_ratio": "11.92",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$59.30B",
        "roic": "2.70%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ul/",
        "ticker": "UL",
        "timestamp": "2026-07-28T13:41:31.404985+00:00",
        "valuation_score": null
      },
      "source_id": "E1869",
      "source_type": "fundamentals",
      "ticker": "UL",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:31.404985+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ul/"
    },
    {
      "claim": "IQV fundamentals snapshot: PE 25.69; market cap/assets $35.59B; revenue scale $16.63B; revenue QoQ -4.88%; revenue YoY 7.32%; gross margin 32.64%; net margin 6.60%; ROIC 7.77%; engine score health 55.00 / valuation 88.89.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "IQVIA Holdings Inc. provides clinical research services, commercial insights, and healthcare intelligence to the life sciences and healthcare industries in the Americas, Europe, Africa, and the Asia-Pacific. It operates through three segments: Technology & Analytics Solutions, R...",
        "gross_margin": "32.64%",
        "health_score": "55.00",
        "market_cap": "$35.59B",
        "name": "IQVIA Holdings Inc.",
        "net_margin": "6.60%",
        "pe_ratio": "25.69",
        "revenue_growth_qoq": "-4.88%",
        "revenue_growth_yoy": "7.32%",
        "revenue_scale": "$16.63B",
        "roic": "7.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iqv/",
        "ticker": "IQV",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "88.89"
      },
      "source_id": "E1870",
      "source_type": "fundamentals",
      "ticker": "IQV",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iqv/"
    },
    {
      "claim": "AWI fundamentals snapshot: PE 23.43; market cap/assets $7.02B; revenue scale $1.70B; revenue QoQ n/a; revenue YoY n/a; gross margin 41.31%; net margin 20.49%; ROIC 7.37%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Armstrong World Industries, Inc., together with its subsidiaries, engages in the design, manufacture, and sale of ceiling and wall solutions in the Americas. It operates through Mineral Fiber and Architectural Specialties segments. The company offers mineral fiber, fiberglass, m...",
        "gross_margin": "41.31%",
        "health_score": null,
        "market_cap": "$7.02B",
        "name": "Armstrong World Industries, Inc.",
        "net_margin": "20.49%",
        "pe_ratio": "23.43",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.70B",
        "roic": "7.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/awi/",
        "ticker": "AWI",
        "timestamp": "2026-07-28T13:41:31.575547+00:00",
        "valuation_score": null
      },
      "source_id": "E1871",
      "source_type": "fundamentals",
      "ticker": "AWI",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:31.575547+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/awi/"
    },
    {
      "claim": "QBTS fundamentals snapshot: PE n/a; market cap/assets $10.88B; revenue scale $12.44M; revenue QoQ n/a; revenue YoY n/a; gross margin 63.61%; net margin -642.30%; ROIC -7.23%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "D-Wave Quantum Inc. engages in the development and delivery of quantum computing systems, software, and services worldwide. It provides Advantage and Advantage 2 quantum computers; Ocean, a suite of open-source tools; and Leap quantum cloud service, a cloud-based service that pr...",
        "gross_margin": "63.61%",
        "health_score": null,
        "market_cap": "$10.88B",
        "name": "D-Wave Quantum Inc.",
        "net_margin": "-642.30%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$12.44M",
        "roic": "-7.23%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/qbts/+field-fallback:https://stockanalysis.com/stocks/qbts/",
        "ticker": "QBTS",
        "timestamp": "2026-07-28T13:41:31.575230+00:00",
        "valuation_score": null
      },
      "source_id": "E1872",
      "source_type": "fundamentals",
      "ticker": "QBTS",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:31.575230+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/qbts/+field-fallback:https://stockanalysis.com/stocks/qbts/"
    },
    {
      "claim": "BMNR fundamentals snapshot: PE n/a; market cap/assets $10.51B; revenue scale $61.20M; revenue QoQ n/a; revenue YoY n/a; gross margin 87.78%; net margin -179.60%; ROIC 0.04%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Bitmine Immersion Technologies, Inc. operates as a blockchain technology company primarily in the United States. The company engages in ETH treasury operations; BTC ecosystem services, including consulting and advisory engagements and equipment leasing; facilitation and optimiza...",
        "gross_margin": "87.78%",
        "health_score": null,
        "market_cap": "$10.51B",
        "name": "Bitmine Immersion Technologies, Inc.",
        "net_margin": "-179.60%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$61.20M",
        "roic": "0.04%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bmnr/",
        "ticker": "BMNR",
        "timestamp": "2026-07-28T13:41:35.398113+00:00",
        "valuation_score": null
      },
      "source_id": "E1873",
      "source_type": "fundamentals",
      "ticker": "BMNR",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:35.398113+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bmnr/"
    },
    {
      "claim": "KLAC fundamentals snapshot: PE 5.69; market cap/assets $26.56B; revenue scale $13.10B; revenue QoQ 3.58%; revenue YoY 13.41%; gross margin 61.12%; net margin 35.17%; ROIC 32.35%; engine score health 69.29 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "KLA Corporation, together with its subsidiaries, designs, manufactures, and markets process control, process-enabling, and yield management solutions for the semiconductor and related electronics industries worldwide. The company operates through three segments: Semiconductor Pr...",
        "gross_margin": "61.12%",
        "health_score": "69.29",
        "market_cap": "$26.56B",
        "name": "KLA Corporation",
        "net_margin": "35.17%",
        "pe_ratio": "5.69",
        "revenue_growth_qoq": "3.58%",
        "revenue_growth_yoy": "13.41%",
        "revenue_scale": "$13.10B",
        "roic": "32.35%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/",
        "ticker": "KLAC",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1874",
      "source_type": "fundamentals",
      "ticker": "KLAC",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/"
    },
    {
      "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 n/a.",
      "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": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/",
        "ticker": "CRWV",
        "timestamp": "2026-07-28T13:41:36.798386+00:00",
        "valuation_score": null
      },
      "source_id": "E1875",
      "source_type": "fundamentals",
      "ticker": "CRWV",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:36.798386+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/"
    },
    {
      "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ n/a; revenue YoY n/a; gross margin 38.18%; net margin -22.47%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$679.58M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-07-28T13:41:36.699338+00:00",
        "valuation_score": null
      },
      "source_id": "E1876",
      "source_type": "fundamentals",
      "ticker": "RKLB",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:36.699338+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/"
    },
    {
      "claim": "VRT fundamentals snapshot: PE 70.86; market cap/assets $110.43B; revenue scale $10.84B; revenue QoQ -8.00%; revenue YoY 28.95%; gross margin 37.73%; net margin 14.72%; ROIC 15.00%; engine score health 70.56 / valuation 5.56.",
      "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": "37.73%",
        "health_score": "70.56",
        "market_cap": "$110.43B",
        "name": "Vertiv Holdings Co",
        "net_margin": "14.72%",
        "pe_ratio": "70.86",
        "revenue_growth_qoq": "-8.00%",
        "revenue_growth_yoy": "28.95%",
        "revenue_scale": "$10.84B",
        "roic": "15.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vrt/",
        "ticker": "VRT",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "5.56"
      },
      "source_id": "E1877",
      "source_type": "fundamentals",
      "ticker": "VRT",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vrt/"
    },
    {
      "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.94M; revenue QoQ n/a; revenue YoY n/a; gross margin 20.94%; net margin -1693.80%; ROIC -6.10%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "health_score": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$84.94M",
        "roic": "-6.10%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-07-28T13:41:37.098511+00:00",
        "valuation_score": null
      },
      "source_id": "E1878",
      "source_type": "fundamentals",
      "ticker": "ASTS",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:37.098511+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/"
    },
    {
      "claim": "LRCX fundamentals snapshot: PE 54.36; market cap/assets $364.67B; revenue scale $21.68B; revenue QoQ 9.29%; revenue YoY 26.53%; gross margin 49.83%; net margin 31.25%; ROIC 35.72%; engine score health 71.54 / valuation 35.71.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "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": "49.83%",
        "health_score": "71.54",
        "market_cap": "$364.67B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "54.36",
        "revenue_growth_qoq": "9.29%",
        "revenue_growth_yoy": "26.53%",
        "revenue_scale": "$21.68B",
        "roic": "35.72%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/",
        "ticker": "LRCX",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "35.71"
      },
      "source_id": "E1879",
      "source_type": "fundamentals",
      "ticker": "LRCX",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 65.49; market cap/assets $165.49B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 45.93 / valuation 21.43.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "52.15%",
        "health_score": "45.93",
        "market_cap": "$165.49B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "65.49",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "MRVL",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "21.43"
      },
      "source_id": "E1880",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-07-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "FLEX fundamentals snapshot: PE 56.85; market cap/assets $48.53B; revenue scale $27.91B; revenue QoQ +5.9%; revenue YoY 16.86%; gross margin 9.39%; net margin 3.34%; ROIC 4.17%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Flex Ltd. provides technology innovation, supply chain, and manufacturing solutions to data center, communications, enterprise, consumer, automotive, healthcare, industrial, and power industries in the Americas, Asia, and Europe. The company operates through three segments: Inte...",
        "gross_margin": "9.39%",
        "health_score": null,
        "market_cap": "$48.53B",
        "name": "Flex Ltd.",
        "net_margin": "3.34%",
        "pe_ratio": "56.85",
        "revenue_growth_qoq": "+5.9%",
        "revenue_growth_yoy": "16.86%",
        "revenue_scale": "$27.91B",
        "roic": "4.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/flex/+field-fallback:https://stockanalysis.com/stocks/flex/",
        "ticker": "FLEX",
        "timestamp": "2026-07-28T13:41:39.924311+00:00",
        "valuation_score": null
      },
      "source_id": "E1881",
      "source_type": "fundamentals",
      "ticker": "FLEX",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:39.924311+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/flex/+field-fallback:https://stockanalysis.com/stocks/flex/"
    },
    {
      "claim": "TER fundamentals snapshot: PE 61.36; market cap/assets $52.40B; revenue scale $3.79B; revenue QoQ 18.38%; revenue YoY 30.32%; gross margin 60.89%; net margin 31.10%; ROIC 22.99%; engine score health 57.42 / valuation 28.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Teradyne, Inc. engages in the design, development, manufacture, and sale of automated test systems and robotics products in the United States, Asia Pacific, Europe, the Middle East, and Africa. The company operates through Semiconductor Test, Robotics, and Other segments. The Se...",
        "gross_margin": "60.89%",
        "health_score": "57.42",
        "market_cap": "$52.40B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "61.36",
        "revenue_growth_qoq": "18.38%",
        "revenue_growth_yoy": "30.32%",
        "revenue_scale": "$3.79B",
        "roic": "22.99%",
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        "ticker": "TER",
        "timestamp": "2026-07-27T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "source_id": "E1882",
      "source_type": "fundamentals",
      "ticker": "TER",
      "tier": 2,
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    },
    {
      "claim": "STM fundamentals snapshot: PE 99.92; market cap/assets $50.82B; revenue scale $13.10B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
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      "raw_value": {
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        "business_summary": "STMicroelectronics N.V., together with its subsidiaries, designs, develops, manufactures, and sells semiconductor products in Europe, the Middle East, Africa, the Americas, and the Asia Pacific. The company operates through Analog products, MEMS and Sensors Group (AM&S); Power a...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$50.82B",
        "name": "STMicroelectronics N.V.",
        "net_margin": null,
        "pe_ratio": "99.92",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$13.10B",
        "roic": null,
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        "ticker": "STM",
        "timestamp": "2026-07-28T13:41:40.580827+00:00",
        "valuation_score": null
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      "source_id": "E1883",
      "source_type": "fundamentals",
      "ticker": "STM",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:40.580827+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stm/"
    },
    {
      "claim": "CNC fundamentals snapshot: PE n/a; market cap/assets $29.50B; revenue scale $198.10B; revenue QoQ 0.44%; revenue YoY 17.02%; gross margin 21.90%; net margin 3.09%; ROIC -8.98%; engine score health 54.29 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Centene Corporation operates as a managed care company that provides programs and services to under-insured families, and commercial organizations in the United States. It operates through four segments: Medicaid, Medicare, Commercial, and Other. The Medicaid segment offers the...",
        "gross_margin": "21.90%",
        "health_score": "54.29",
        "market_cap": "$29.50B",
        "name": "Centene Corp.",
        "net_margin": "3.09%",
        "pe_ratio": null,
        "revenue_growth_qoq": "0.44%",
        "revenue_growth_yoy": "17.02%",
        "revenue_scale": "$198.10B",
        "roic": "-8.98%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cnc/",
        "ticker": "CNC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1884",
      "source_type": "fundamentals",
      "ticker": "CNC",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cnc/"
    },
    {
      "claim": "UPS fundamentals snapshot: PE 18.28; market cap/assets $90.05B; revenue scale $88.32B; revenue QoQ -13.39%; revenue YoY -2.71%; gross margin 15.84%; net margin 4.08%; ROIC 10.40%; engine score health 45.83 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "United Parcel Service, Inc., a package delivery and logistics provider, offers transportation and delivery services. It operates through two segments, U.S. Domestic Package and International Package. The U.S. Domestic Package segment offers time-definite delivery services for ex...",
        "gross_margin": "15.84%",
        "health_score": "45.83",
        "market_cap": "$90.05B",
        "name": "United Parcel Service, Inc.",
        "net_margin": "4.08%",
        "pe_ratio": "18.28",
        "revenue_growth_qoq": "-13.39%",
        "revenue_growth_yoy": "-2.71%",
        "revenue_scale": "$88.32B",
        "roic": "10.40%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ups/",
        "ticker": "UPS",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
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      "source_id": "E1885",
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      "ticker": "UPS",
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      "timestamp": "2026-06-23T00:00:00+00:00",
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    },
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      "claim": "OKLO fundamentals snapshot: PE n/a; market cap/assets $11.87B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC -16.61%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Oklo Inc. develops fission power plants to provide energy at scale to customers in the United States. The company offers Aurora Powerhouse, which is designed to produce between 15 and up to 75 megawatts of electricity. It is also commercializing nuclear fuel recycling and fuel f...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$11.87B",
        "name": "Oklo Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": "-16.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/",
        "ticker": "OKLO",
        "timestamp": "2026-07-28T13:41:40.744517+00:00",
        "valuation_score": null
      },
      "source_id": "E1886",
      "source_type": "fundamentals",
      "ticker": "OKLO",
      "tier": 2,
      "timestamp": "2026-07-28T13:41:40.744517+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260727-224258-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/"
    }
  ],
  "generated_at": "2026-07-28T13:41:50.055402+00:00",
  "market_regime": "Mixed regime; prioritize evidence-backed dispersion and keep hedge candidates visible.",
  "metadata": {
    "activation_score_weights": {
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    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
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    "quote_refresh_seconds": 600,
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    "universe": "eligible_5b",
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