{
  "cards": [
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Solstice Advanced Materials主要经营特种化学品、添加剂、涂料、材料配方或工业解决方案，服务制造、建筑、消费品和电子等终端市场。行业地位：Solstice Advanced Materials是特种化学品赛道的重要参与者，可比/竞争公司包括The Sherwin-Williams、Ecolab、Sociedad Química y Minera de Chile、LyondellBasell Industries。关键变量主要是配方认证、原料成本、终端需求、价格传导、新品效率、库存去化和并购整合。",
      "core_catalyst": "Solstice acquiring Element Solutions in $14.5B cash and stock deal",
      "evidence_summary": "SOLS moved -14.3% in the latest session, -14.8% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1261.",
      "facts": [
        {
          "claim": "SOLS moved -14.3% in the latest session, -14.8% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0395",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Solstice acquiring Element Solutions in $14.5B cash and stock deal",
          "source_id": "E1261",
          "timestamp": "2026-07-06T12:45:37+00:00"
        },
        {
          "claim": "Honeywell spinoff Solstice to buy Element Solutions for $14.5 billion",
          "source_id": "E1262",
          "timestamp": "2026-07-06T12:40:22+00:00"
        },
        {
          "claim": "Solstice Advanced Materials to Acquire Element Solutions for $14.5 Billion",
          "source_id": "E1263",
          "timestamp": "2026-07-06T12:27:30+00:00"
        },
        {
          "claim": "Solstice Advanced Materials to Acquire Element Solutions, Creating an Industry-Leading Advanced Materials Platform Aligned to Serving Attractive Secular Growth Markets",
          "source_id": "E1264",
          "timestamp": "2026-07-06T12:05:00+00:00"
        },
        {
          "claim": "SOLS fundamentals snapshot: PE n/a; market cap/assets $13.27B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1384",
          "timestamp": "2026-07-06T13:42:09.768259+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$13.27B",
        "name": "Solstice Advanced Materials Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "SOLS",
        "timestamp": "2026-07-06T13:42:09.768259+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -14.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 80.19 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": "SOLS",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 70.005,
        "previous_close": 80.19,
        "change": -10.185000000000002,
        "change_pct": -0.1270108492330715,
        "change_5d_pct": -0.15340430604527777,
        "change_20d_pct": -0.1678948973559382,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SOLS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0395",
        "E1261",
        "E1262",
        "E1263",
        "E1264",
        "E1384"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "SOLS",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：IREN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：IREN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": "IREN Stock Climbs 5% Overnight As Speculation Builds Over Anthropic Contract",
      "evidence_summary": "IREN moved +11.6% in the latest session, +11.2% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1212.",
      "facts": [
        {
          "claim": "IREN moved +11.6% in the latest session, +11.2% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0332",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "IREN Stock Climbs 5% Overnight As Speculation Builds Over Anthropic Contract",
          "source_id": "E1212",
          "timestamp": "2026-07-06T02:06:54+00:00"
        },
        {
          "claim": "Bitcoin Miner IREN Falls After $700 Million CEO Stock Award",
          "source_id": "E1213",
          "timestamp": "2026-07-04T20:14:50+00:00"
        },
        {
          "claim": "Iren (NasdaqGS:IREN) Stock Sees Fair Value Lift On AI Data Center Contract Optimism",
          "source_id": "E1214",
          "timestamp": "2026-07-03T00:21:34+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500, Dow Futures Kick Off Fresh Week On Strong Note: Why META, NVDA, MU, IREN, PEP, HOOD Are In Focus",
          "source_id": "E1215",
          "timestamp": "2026-07-06T08:41:17+00:00"
        },
        {
          "claim": "IREN fundamentals snapshot: PE 79.84; market cap/assets $18.16B; revenue scale $757.08M; revenue QoQ -21.6%; revenue YoY -0.02%; gross margin 72.42%; net margin -171.16%; ROIC -6.07%.",
          "source_id": "E1385",
          "timestamp": "2026-07-06T13:42:09.770613+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "IREN Limited operates in the vertically integrated data center business in Australia and Canada. The company owns and operates computing hardware, as well as electrical infrastructure and data centers. It also mines Bitcoin, a scarce digital asset that is created and transmitted...",
        "gross_margin": "72.42%",
        "health_score": null,
        "market_cap": "$18.16B",
        "name": "IREN Limited",
        "net_margin": "-171.16%",
        "pe_ratio": "79.84",
        "revenue_growth_qoq": "-21.6%",
        "revenue_growth_yoy": "-0.02%",
        "revenue_scale": "$757.08M",
        "roic": "-6.07%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iren/",
        "ticker": "IREN",
        "timestamp": "2026-07-06T13:42:09.770613+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +11.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 38.82 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "IREN",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 43.5,
        "previous_close": 38.82,
        "change": 4.68,
        "change_pct": 0.12055641421947438,
        "change_5d_pct": -0.0785850276725143,
        "change_20d_pct": -0.2967992309925588,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IREN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_contract_order",
        "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": 4,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0332",
        "E1212",
        "E1213",
        "E1214",
        "E1215",
        "E1385"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "IREN",
      "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：西部数据生产 HDD、NAND 闪存、SSD、存储卡、U 盘、嵌入式闪存和外置存储设备，服务云数据中心、企业服务器、PC、游戏主机、智能手机、工业设备和消费电子渠道。收入来自硬盘出货、闪存产品、企业 SSD、品牌零售存储和 OEM 客户采购，关键客户包括云服务商、设备制造商、企业 IT 部门和零售渠道。行业地位：西部数据在 HDD 和 NAND 闪存两条存储链上都有重要地位，业务表现高度受存储周期影响。影响经营和股价的变量包括 NAND 价格周期、云客户近线硬盘需求、AI 数据中心存储扩张、库存去化、技术节点转换、与铠侠相关的产业结构变化、资本开支纪律以及 HDD 和 SSD 的替代关系。",
      "core_catalyst": "SNDK, WDC, MU: US Memory Stocks Rebound Overnight After Anthropic-Driven Selloff; Traders Eye Samsung Results Next Week",
      "evidence_summary": "WDC moved +8.6% in the latest session, +8.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0755.",
      "facts": [
        {
          "claim": "WDC moved +8.6% in the latest session, +8.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0069",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "SNDK, WDC, MU: US Memory Stocks Rebound Overnight After Anthropic-Driven Selloff; Traders Eye Samsung Results Next Week",
          "source_id": "E0755",
          "timestamp": "2026-07-06T03:32:29+00:00"
        },
        {
          "claim": "BofA Raises Price Target for Western Digital Corp. (WDC)",
          "source_id": "E0756",
          "timestamp": "2026-07-06T00:44:14+00:00"
        },
        {
          "claim": "Western Digital, Sandisk, AMD, ASML, TeraWulf, Strategy, and More Stocks That Explain Today’s Market",
          "source_id": "E0757",
          "timestamp": "2026-07-06T13:22:00+00:00"
        },
        {
          "claim": "SanDisk Rebounds 5%, Western Digital Gains 5%, Micron Climbs 3% as UBS, Citi, BofA Turn Bullish on Memory",
          "source_id": "E0758",
          "timestamp": "2026-07-06T13:12:57+00:00"
        },
        {
          "claim": "WDC fundamentals snapshot: PE 28.67; market cap/assets $185.96B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 61.19 / valuation 28.57.",
          "source_id": "E1386",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "50.22%",
        "health_score": "61.19",
        "market_cap": "$185.96B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "28.67",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "WDC",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 539.00 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": "WDC",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 580.305,
        "previous_close": 539.0,
        "change": 41.30499999999995,
        "change_pct": 0.07663265306122446,
        "change_5d_pct": -0.01047832224251355,
        "change_20d_pct": 0.008349261511728878,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WDC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "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": 1,
        "expectation_gap": 4,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0069",
        "E0755",
        "E0756",
        "E0757",
        "E0758",
        "E1386"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "WDC",
      "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": "S",
      "business_summary": "业务：博通向云服务商、网络设备商、手机厂商、电信和企业客户提供以太网交换芯片、AI 定制加速器、光互连、无线射频、宽带接入、存储连接芯片，并通过 VMware、CA、Symantec Enterprise 等资产提供虚拟化、私有云、网络、安全和运维软件。收入来自芯片销售、长期供货协议、软件订阅和企业许可。行业地位：博通在高端网络芯片、定制 ASIC、无线射频和企业基础设施软件中具备强定价能力。关键变量包括超大云客户 AI ASIC 订单、以太网网络升级周期、苹果无线射频需求、VMware 续约与客户流失、软件利润率、半导体库存周期和并购整合执行。",
      "core_catalyst": "Broadcom stock pops 4% as Apple silicon deal gets extended through 2031",
      "evidence_summary": "AVGO moved +6.2% in the latest session, +5.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0593.",
      "facts": [
        {
          "claim": "AVGO moved +6.2% in the latest session, +5.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0012",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Broadcom stock pops 4% as Apple silicon deal gets extended through 2031",
          "source_id": "E0593",
          "timestamp": "2026-07-06T13:10:39+00:00"
        },
        {
          "claim": "Broadcom to Develop, Supply ASIC Products for Apple",
          "source_id": "E0594",
          "timestamp": "2026-07-06T12:18:28+00:00"
        },
        {
          "claim": "Broadcom, Apple extend chip supply deal through 2031",
          "source_id": "E0595",
          "timestamp": "2026-07-06T12:07:12+00:00"
        },
        {
          "claim": "Broadcom (AVGO) is One of BlackRock’s 30 Most Important AI Stocks, Here is Why",
          "source_id": "E0596",
          "timestamp": "2026-07-06T00:44:58+00:00"
        },
        {
          "claim": "AVGO fundamentals snapshot: PE 59.99; market cap/assets $1.82T; revenue scale $75.47B; revenue QoQ 14.89%; revenue YoY 32.29%; gross margin 67.24%; net margin 41.96%; ROIC 18.39%; engine score health 71.88 / valuation n/a.",
          "source_id": "E1387",
          "timestamp": "2026-06-26T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "67.24%",
        "health_score": "71.88",
        "market_cap": "$1.82T",
        "name": "Broadcom Inc.",
        "net_margin": "41.96%",
        "pe_ratio": "59.99",
        "revenue_growth_qoq": "14.89%",
        "revenue_growth_yoy": "32.29%",
        "revenue_scale": "$75.47B",
        "roic": "18.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 360.45 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "AVGO",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 382.175,
        "previous_close": 360.45,
        "change": 21.725000000000023,
        "change_pct": 0.06027188236926073,
        "change_5d_pct": 0.046997456311044905,
        "change_20d_pct": -0.08769187496352948,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AVGO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0012",
        "E0593",
        "E0594",
        "E0595",
        "E0596",
        "E1387"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AVGO",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Astera Labs 面向超大规模云厂商、服务器厂商和 AI 系统平台销售用于数据中心互连的半导体与软件。收入来自 AI 服务器和机架里的连接芯片上量，包括 PCIe/CXL 重定时器、交换与扩展连接器件，以及配套的 COSMOS 管理软件。关键产品围绕高速信号完整性、内存与加速器互连、机架级资源扩展和链路可观测性，核心价值是让 GPU、CPU、内存和网络设备在大规模 AI 集群里更稳定地协同工作。行业地位：这家公司卡位在 AI 基础设施里较窄但很关键的互连层，优势是围绕开放标准的产品组合完整、与平台代际切换绑定紧密、单机架内容价值高。对手包括 Broadcom、Marvell、Credo、Rambus 等连接芯片厂商，关键经营变量是 AI 服务器放量节奏、平台设计赢单、产品代际切换、客户集中度和良率。",
      "core_catalyst": "Bank of America Gives Astera Labs Stock a Stunning Street-High Price Target",
      "evidence_summary": "ALAB moved +7.8% in the latest session, +7.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1046.",
      "facts": [
        {
          "claim": "ALAB moved +7.8% in the latest session, +7.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0219",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Bank of America Gives Astera Labs Stock a Stunning Street-High Price Target",
          "source_id": "E1046",
          "timestamp": "2026-07-06T12:38:17+00:00"
        },
        {
          "claim": "Astera Labs Insider Sold Shares Worth $5,624,550, According to a Recent SEC Filing",
          "source_id": "E1047",
          "timestamp": "2026-07-06T08:11:28+00:00"
        },
        {
          "claim": "What Makes Astera Labs (ALAB) One of BlackRock’s 30 Most Important AI Stocks",
          "source_id": "E1048",
          "timestamp": "2026-07-06T00:17:16+00:00"
        },
        {
          "claim": "Huge AI-Driven Sales Gains Boost Astera Labs",
          "source_id": "E1049",
          "timestamp": "2026-07-03T15:56:38+00:00"
        },
        {
          "claim": "ALAB fundamentals snapshot: PE 299.25; market cap/assets $36.71B; revenue scale $1.00B; revenue QoQ +14.0%; revenue YoY 93.40%; gross margin 76.26%; net margin 26.04%; ROIC 27.93%.",
          "source_id": "E1388",
          "timestamp": "2026-07-06T13:42:09.770058+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Astera Labs, Inc. designs, manufactures, and sells semiconductor-based connectivity solutions for cloud and AI infrastructure in Taiwan and the United States. It offers an intelligent connectivity platform, comprised of semiconductor-based, high-speed, mixed-signal connectivity...",
        "gross_margin": "76.26%",
        "health_score": null,
        "market_cap": "$36.71B",
        "name": "Astera Labs, Inc. Common Stock",
        "net_margin": "26.04%",
        "pe_ratio": "299.25",
        "revenue_growth_qoq": "+14.0%",
        "revenue_growth_yoy": "93.40%",
        "revenue_scale": "$1.00B",
        "roic": "27.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/alab/",
        "ticker": "ALAB",
        "timestamp": "2026-07-06T13:42:09.770058+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +7.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 406.42 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "ALAB",
        "timestamp": "2026-07-06T13:42:30+00:00",
        "price": 438.11,
        "previous_close": 406.42,
        "change": 31.689999999999998,
        "change_pct": 0.07797352492495446,
        "change_5d_pct": 0.1183693544738238,
        "change_20d_pct": 0.2236000975744299,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ALAB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "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": 3,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0219",
        "E1046",
        "E1047",
        "E1048",
        "E1049",
        "E1388"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "ALAB",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "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": "AMD Stock Rises Premarket: Retail Traders Eye $600 Level Despite Limited Analyst Upside",
      "evidence_summary": "AMD moved +5.4% in the latest session, +5.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0623.",
      "facts": [
        {
          "claim": "AMD moved +5.4% in the latest session, +5.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0024",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "AMD Stock Rises Premarket: Retail Traders Eye $600 Level Despite Limited Analyst Upside",
          "source_id": "E0623",
          "timestamp": "2026-07-06T09:07:51+00:00"
        },
        {
          "claim": "AMD (AMD) Expands Into Self Driving With Turing Deal And Venture Backing",
          "source_id": "E0624",
          "timestamp": "2026-07-06T08:09:03+00:00"
        },
        {
          "claim": "Wells Fargo Upholds Overweight Rating for Advanced Micro Devices (AMD)",
          "source_id": "E0625",
          "timestamp": "2026-07-06T00:45:36+00:00"
        },
        {
          "claim": "Self-Driving Startup Turing Gets AMD Backing, Adopts AMD GPUs",
          "source_id": "E0626",
          "timestamp": "2026-07-06T01:00:35+00:00"
        },
        {
          "claim": "AMD fundamentals snapshot: PE 172.68; market cap/assets $893.67B; 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": "E1389",
          "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": "$893.67B",
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": "172.68",
        "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/20260703-224402-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 +5.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 517.82 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": "AMD",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 548.37,
        "previous_close": 517.82,
        "change": 30.549999999999955,
        "change_pct": 0.05899733498126758,
        "change_5d_pct": 0.051363131317091026,
        "change_20d_pct": 0.04810777371123032,
        "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",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_analyst",
        "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": 11,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0024",
        "E0623",
        "E0624",
        "E0625",
        "E0626",
        "E1389"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "AMD",
      "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：英特尔销售 Core、Xeon、Gaudi、网络与边缘芯片，并推进 Intel Foundry，为内部产品和外部客户提供晶圆制造、先进封装和制程服务。客户包括 PC OEM、服务器厂商、云服务商、通信设备商、政府和工业客户，收入来自处理器销售、平台芯片、代工合同、封装服务和软件工具，关键资产包括 x86 生态、晶圆厂、先进封装、制造工艺和客户认证。行业地位：英特尔仍是 PC 与服务器 CPU 的重要供应商，同时处在制造工艺追赶和代工转型期。关键变量包括制程节点按期量产、服务器 CPU 份额、AI 加速器竞争力、代工客户获取、晶圆厂利用率、政府补贴、资本开支压力、毛利率修复和与 AMD、英伟达、ARM 阵营的竞争。",
      "core_catalyst": "2 Reasons Intel Can Help Lead a Tech Rebound Into Earnings Season",
      "evidence_summary": "INTC moved +4.0% in the latest session, +3.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0630.",
      "facts": [
        {
          "claim": "INTC moved +4.0% in the latest session, +3.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0026",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "2 Reasons Intel Can Help Lead a Tech Rebound Into Earnings Season",
          "source_id": "E0630",
          "timestamp": "2026-07-06T12:25:00+00:00"
        },
        {
          "claim": "Better Chip Stock: Intel Versus Taiwan Semiconductor",
          "source_id": "E0631",
          "timestamp": "2026-07-06T12:20:00+00:00"
        },
        {
          "claim": "Apple and Intel Could Be Going Into Business Together. Which Is the Better Buy?",
          "source_id": "E0632",
          "timestamp": "2026-07-06T12:45:00+00:00"
        },
        {
          "claim": "Stocks to Watch: Strategy, Intel, easyJet",
          "source_id": "E0633",
          "timestamp": "2026-07-06T09:19:01+00:00"
        },
        {
          "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 30.89 / valuation n/a.",
          "source_id": "E1390",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "39.38%",
        "health_score": "30.89",
        "market_cap": null,
        "name": "Intel Corporation",
        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 120.35 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "INTC",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 125.64,
        "previous_close": 120.35,
        "change": 5.290000000000006,
        "change_pct": 0.04395513086830083,
        "change_5d_pct": -0.020885342668718332,
        "change_20d_pct": 0.1239935710508362,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/INTC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0026",
        "E0630",
        "E0631",
        "E0632",
        "E0633",
        "E1390"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "INTC",
      "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：台积电为苹果、英伟达、AMD、高通、联发科、博通等芯片设计公司代工生产逻辑芯片，覆盖智能手机、AI 加速器、CPU/GPU、网络芯片、汽车电子和工业芯片。收入来自晶圆制造、先进封装、测试和长期产能合作，关键资产包括 3nm/2nm 等先进制程、CoWoS 先进封装、工艺良率、客户信任和台湾及海外晶圆厂产能。行业地位：全球最关键的先进逻辑晶圆代工厂，先进制程份额和良率决定行业话语权。真正影响经营与股价的变量包括 AI 芯片需求、苹果与英伟达订单、先进制程良率、CoWoS 产能、资本开支、地缘政治风险、电力与水资源稳定、海外建厂成本。",
      "core_catalyst": "Better Chip Stock: Intel Versus Taiwan Semiconductor",
      "evidence_summary": "TSM moved +4.8% in the latest session, +4.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0604.",
      "facts": [
        {
          "claim": "TSM moved +4.8% in the latest session, +4.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0017",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Better Chip Stock: Intel Versus Taiwan Semiconductor",
          "source_id": "E0604",
          "timestamp": "2026-07-06T12:20:00+00:00"
        },
        {
          "claim": "Taiwan's High Purity Alumina Market Surges: Key Drivers and Future Prospects",
          "source_id": "E0605",
          "timestamp": "2026-07-06T11:36:00+00:00"
        },
        {
          "claim": "Citi Raises TSMC Price Target on Strong AI Outlook Ahead of Earnings (TSM)",
          "source_id": "E0606",
          "timestamp": "2026-07-06T10:55:30+00:00"
        },
        {
          "claim": "What Makes Taiwan Semiconductor Manufacturing (TSM) One of BlackRock’s 30 Most Important Picks",
          "source_id": "E0607",
          "timestamp": "2026-07-06T00:18:04+00:00"
        },
        {
          "claim": "TSM fundamentals snapshot: PE 33.45; market cap/assets $2.05T; revenue scale $4.10T; revenue QoQ +8.4%; revenue YoY 35.13%; gross margin 66.25%; net margin 50.51%; ROIC 15.91%.",
          "source_id": "E1391",
          "timestamp": "2026-07-06T13:42:09.773368+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Taiwan Semiconductor Manufacturing Company Limited, together with its subsidiaries, manufactures, packages, tests, and sells integrated circuits and other semiconductor devices in Taiwan, China, Europe, the Middle East, Africa, Japan, the United States, and internationally. It p...",
        "gross_margin": "66.25%",
        "health_score": null,
        "market_cap": "$2.05T",
        "name": "Taiwan Semiconductor Manufacturing Company Limited",
        "net_margin": "50.51%",
        "pe_ratio": "33.45",
        "revenue_growth_qoq": "+8.4%",
        "revenue_growth_yoy": "35.13%",
        "revenue_scale": "$4.10T",
        "roic": "15.91%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/",
        "ticker": "TSM",
        "timestamp": "2026-07-06T13:42:09.773368+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 434.16 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": "TSM",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 453.295,
        "previous_close": 434.478,
        "change": 18.817000000000007,
        "change_pct": 0.043309442595482306,
        "change_5d_pct": 0.04844453244085223,
        "change_20d_pct": 0.01882357799044243,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TSM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_geopolitics"
      ],
      "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": 10,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0017",
        "E0604",
        "E0605",
        "E0606",
        "E0607",
        "E1391"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "TSM",
      "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：QCT部门销售Snapdragon手机SoC、5G基带、射频前端、Wi-Fi、蓝牙、边缘AI和计算芯片；汽车业务提供数字座舱、车联网、ADAS和智能驾驶平台，IoT覆盖工业、XR、PC和边缘设备；QTL部门基于3G、4G、5G等专利组合向手机和设备厂商收取授权费。行业地位：高端Android移动平台和蜂窝基带领域领先，专利授权利润率高。关键变量包括高端Android周期、Apple自研基带替代节奏、中国手机厂商需求、汽车设计定点转量产、边缘AI芯片竞争、台积电先进制程供应和专利授权争议。",
      "core_catalyst": "Goldman Sachs Adjusts Price Target on QUALCOMM to $180 From $145",
      "evidence_summary": "QCOM moved +5.1% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0726.",
      "facts": [
        {
          "claim": "QCOM moved +5.1% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0057",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Goldman Sachs Adjusts Price Target on QUALCOMM to $180 From $145",
          "source_id": "E0726",
          "timestamp": "2026-07-06T11:24:13+00:00"
        },
        {
          "claim": "Is QUALCOMM, Inc. (QCOM) A Top AI Stock to Buy According to Billionaire Philippe Laffont?",
          "source_id": "E0727",
          "timestamp": "2026-07-05T22:50:57+00:00"
        },
        {
          "claim": "Qualcomm (QCOM), Hugging Face Expand Partnership to Accelerate Open AI Development",
          "source_id": "E0728",
          "timestamp": "2026-07-04T12:54:50+00:00"
        },
        {
          "claim": "Qualcomm (QCOM), Meta (META) Announce Multi-Generation Data Center CPU Supply Agreement",
          "source_id": "E0729",
          "timestamp": "2026-07-04T12:54:31+00:00"
        },
        {
          "claim": "QCOM fundamentals snapshot: PE 18.81; market cap/assets $186.65B; revenue scale $44.49B; revenue QoQ -13.49%; revenue YoY 5.21%; gross margin 53.77%; net margin 69.53%; ROIC 19.87%; engine score health 56.87 / valuation 92.86.",
          "source_id": "E1392",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "QUALCOMM Incorporated engages in the development and commercialization of foundational technologies for the wireless industry worldwide. It operates through three segments: Qualcomm CDMA Technologies (QCT); Qualcomm Technology Licensing (QTL); and Qualcomm Strategic Initiatives...",
        "gross_margin": "53.77%",
        "health_score": "56.87",
        "market_cap": "$186.65B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "69.53%",
        "pe_ratio": "18.81",
        "revenue_growth_qoq": "-13.49%",
        "revenue_growth_yoy": "5.21%",
        "revenue_scale": "$44.49B",
        "roic": "19.87%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/qcom/",
        "ticker": "QCOM",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "92.86"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 176.25 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "QCOM",
        "timestamp": "2026-07-06T13:42:35+00:00",
        "price": 184.995,
        "previous_close": 176.25,
        "change": 8.745000000000005,
        "change_pct": 0.04961702127659584,
        "change_5d_pct": -0.023206079538583335,
        "change_20d_pct": -0.2373541888353249,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/QCOM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_supply_demand_mismatch"
      ],
      "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": 9,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0057",
        "E0726",
        "E0727",
        "E0728",
        "E0729",
        "E1392"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "QCOM",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：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": "Micron and Ford announce long-term memory supply agreement",
      "evidence_summary": "MU moved +2.3% in the latest session, +1.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0616.",
      "facts": [
        {
          "claim": "MU moved +2.3% in the latest session, +1.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0022",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Micron and Ford announce long-term memory supply agreement",
          "source_id": "E0616",
          "timestamp": "2026-07-06T13:08:46+00:00"
        },
        {
          "claim": "Micron and Ford Sign Strategic Agreement to Strengthen Long-Term Memory Supply and Industry Resilience",
          "source_id": "E0617",
          "timestamp": "2026-07-06T12:30:00+00:00"
        },
        {
          "claim": "SanDisk Rebounds 5%, Western Digital Gains 5%, Micron Climbs 3% as UBS, Citi, BofA Turn Bullish on Memory",
          "source_id": "E0618",
          "timestamp": "2026-07-06T13:12:57+00:00"
        },
        {
          "claim": "Stock Market Today: Dow Falls, Tech Futures Rally; Memory Names Micron, Sandisk Bounce Higher (Live Coverage)",
          "source_id": "E0619",
          "timestamp": "2026-07-06T12:57:35+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 21.82; market cap/assets $1.10T; 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": "E1393",
          "timestamp": "2026-07-02T00:00:00+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": "$1.10T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "21.82",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +1.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 975.56 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MU",
        "timestamp": "2026-07-06T13:42:31+00:00",
        "price": 995.235,
        "previous_close": 975.56,
        "change": 19.675000000000068,
        "change_pct": 0.020167903563081735,
        "change_5d_pct": -0.12107332789495351,
        "change_20d_pct": -0.0007680722891566516,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_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": 3,
        "price_action": 5,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 49,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0022",
        "E0616",
        "E0617",
        "E0618",
        "E0619",
        "E1393"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "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": "news",
      "attention_grade": "A",
      "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": "Goldman Sachs Adjusts Price Target on Teradyne to $465 From $350",
      "evidence_summary": "TER moved +6.2% in the latest session, +5.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0947.",
      "facts": [
        {
          "claim": "TER moved +6.2% in the latest session, +5.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0167",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Goldman Sachs Adjusts Price Target on Teradyne to $465 From $350",
          "source_id": "E0947",
          "timestamp": "2026-07-06T11:24:43+00:00"
        },
        {
          "claim": "BofA Boosts Teradyne (TER) Price Target on Industry Growth",
          "source_id": "E0948",
          "timestamp": "2026-07-04T13:48:01+00:00"
        },
        {
          "claim": "How Teradyne, Inc.’s (TER) Robotics Demos Keep Its Automation Story Grounded in Factory Use Cases",
          "source_id": "E0949",
          "timestamp": "2026-07-06T02:03:00+00:00"
        },
        {
          "claim": "Teradyne (TER) Is One Of Jim Cramer’s Top Performing 2026 Stocks",
          "source_id": "E0950",
          "timestamp": "2026-07-05T11:12:39+00:00"
        },
        {
          "claim": "TER fundamentals snapshot: PE 67.65; market cap/assets $57.78B; 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": "E1394",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "60.89%",
        "health_score": "57.42",
        "market_cap": "$57.78B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "67.65",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "TER",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 369.09 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": "TER",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 394.66,
        "previous_close": 369.09,
        "change": 25.57000000000005,
        "change_pct": 0.06927849575984202,
        "change_5d_pct": -0.09659842230137439,
        "change_20d_pct": -0.02998570955809432,
        "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_news",
        "catalyst_analyst",
        "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": 1,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0167",
        "E0947",
        "E0948",
        "E0949",
        "E0950",
        "E1394"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "TER",
      "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：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": "Morgan Stanley Adjusts Price Target on Lam Research to $404 From $331",
      "evidence_summary": "LRCX moved +3.4% in the latest session, +2.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0658.",
      "facts": [
        {
          "claim": "LRCX moved +3.4% in the latest session, +2.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0033",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Price Target on Lam Research to $404 From $331",
          "source_id": "E0658",
          "timestamp": "2026-07-06T11:02:25+00:00"
        },
        {
          "claim": "Lam Research (LRCX) Stock Falls As AI Demand Fears Clash With Company Guidance",
          "source_id": "E0659",
          "timestamp": "2026-07-05T12:08:00+00:00"
        },
        {
          "claim": "Jim Cramer Says He Kept Waiting for Breaks in Stocks Like Lam Research Which Never Came",
          "source_id": "E0660",
          "timestamp": "2026-07-04T14:24:12+00:00"
        },
        {
          "claim": "Vltava Fund: Lam Research (LRCX) Is Overvalued",
          "source_id": "E0661",
          "timestamp": "2026-07-03T14:03:59+00:00"
        },
        {
          "claim": "LRCX fundamentals snapshot: PE 65.51; market cap/assets $439.45B; 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": "E1395",
          "timestamp": "2026-07-02T00:00:00+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": "$439.45B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "65.51",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/",
        "ticker": "LRCX",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "35.71"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 351.41 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LRCX",
        "timestamp": "2026-07-06T13:42:35+00:00",
        "price": 361.12,
        "previous_close": 351.41,
        "change": 9.70999999999998,
        "change_pct": 0.027631541504225865,
        "change_5d_pct": -0.04740298217174166,
        "change_20d_pct": 0.07345202600666223,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LRCX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "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": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0033",
        "E0658",
        "E0659",
        "E0660",
        "E0661",
        "E1395"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "LRCX",
      "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：阿斯麦向台积电、三星、英特尔、存储厂商和其他晶圆厂销售 EUV、High-NA EUV、DUV 光刻设备，并提供装机、维护、升级、备件、软件、量测和工艺优化服务。收入来自新设备销售、服务合同、升级包和成熟机型出货，关键资产包括极紫外光源、光学系统、精密运动控制、供应链协同和长期客户锁定。行业地位：阿斯麦在先进制程 EUV 光刻领域具备近乎不可替代的地位，是全球半导体扩产周期的关键瓶颈。影响经营与股价的变量包括先进制程资本开支、High-NA 导入节奏、客户订单和延期、出口管制、供应链交付能力、服务收入稳定性、存储复苏和中国 DUV 需求。",
      "core_catalyst": "ASML Holding NV (ASML) A Top AI Stock to Buy on Soaring Order Backlog and Wafer Market Expansion",
      "evidence_summary": "ASML moved +3.4% in the latest session, +3.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0627.",
      "facts": [
        {
          "claim": "ASML moved +3.4% in the latest session, +3.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0025",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "ASML Holding NV (ASML) A Top AI Stock to Buy on Soaring Order Backlog and Wafer Market Expansion",
          "source_id": "E0627",
          "timestamp": "2026-07-05T22:50:35+00:00"
        },
        {
          "claim": "Hovering Around $1,800 a Share, Is an ASML Stock Split Imminent?",
          "source_id": "E0628",
          "timestamp": "2026-07-04T18:10:00+00:00"
        },
        {
          "claim": "ASML reports transactions under its current share buyback program",
          "source_id": "E0629",
          "timestamp": "2026-07-06T12:00:00+00:00"
        },
        {
          "claim": "ASML fundamentals snapshot: PE 62.38; market cap/assets $719.43B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
          "source_id": "E1396",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$719.43B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "62.38",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1769.32 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "ASML",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 1823.69,
        "previous_close": 1769.32,
        "change": 54.37000000000012,
        "change_pct": 0.03072931973865667,
        "change_5d_pct": 0.01619841802827704,
        "change_20d_pct": 0.037679181095983116,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASML?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0025",
        "E0627",
        "E0628",
        "E0629",
        "E1396"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "ASML",
      "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：CrowdStrike 通过 Falcon 云平台提供终端安全、威胁情报、云安全、身份保护和安全运营模块，收入主要来自订阅。行业地位：云原生终端安全龙头之一，增长看平台模块扩展、客户留存、事故影响修复和企业安全预算。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-01",
      "evidence_summary": "CRWD moved +3.9% in the latest session, +3.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0799.",
      "facts": [
        {
          "claim": "CRWD moved +3.9% in the latest session, +3.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0087",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-01",
          "source_id": "E0799",
          "timestamp": "2026-07-03T00:15:06+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-01",
          "source_id": "E0800",
          "timestamp": "2026-07-03T00:00:07+00:00"
        },
        {
          "claim": "Is CrowdStrike Stock a Buy After Its Stock Split?",
          "source_id": "E0801",
          "timestamp": "2026-07-06T08:45:00+00:00"
        },
        {
          "claim": "CrowdStrike (CRWD) Joins OpenID Foundation to Advance Risk-Aware Identity Security",
          "source_id": "E0802",
          "timestamp": "2026-07-04T12:54:42+00:00"
        },
        {
          "claim": "Why Is CrowdStrike (CRWD) Up 7.9% Since Last Earnings Report?",
          "source_id": "E0803",
          "timestamp": "2026-07-03T15:30:03+00:00"
        },
        {
          "claim": "NAVN, JNJ, CRWD Stocks Hit 52-Week Highs Last Week: What's Driving The Surge?",
          "source_id": "E0804",
          "timestamp": "2026-07-06T03:46:50+00:00"
        },
        {
          "claim": "CRWD fundamentals snapshot: PE n/a; market cap/assets $49.38B; revenue scale $5.09B; revenue QoQ 6.15%; revenue YoY 23.17%; gross margin 75.30%; net margin 2.00%; ROIC -1.77%; engine score health 62.14 / valuation 42.31.",
          "source_id": "E1397",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CrowdStrike Holdings, Inc. provides cybersecurity solutions in the United States and internationally. Its unified platform provides cloud-delivered protection of endpoints, cloud workloads, identity, and data through a software as a service (SaaS) subscription-based model. The c...",
        "gross_margin": "75.30%",
        "health_score": "62.14",
        "market_cap": "$49.38B",
        "name": "CrowdStrike Holdings, Inc.",
        "net_margin": "2.00%",
        "pe_ratio": null,
        "revenue_growth_qoq": "6.15%",
        "revenue_growth_yoy": "23.17%",
        "revenue_scale": "$5.09B",
        "roic": "-1.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/",
        "ticker": "CRWD",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "42.31"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +3.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 193.98 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": "CRWD",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 200.47,
        "previous_close": 193.98,
        "change": 6.490000000000009,
        "change_pct": 0.033457057428600834,
        "change_5d_pct": 0.14376181272552802,
        "change_20d_pct": 0.11513158304609794,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRWD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 12,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0087",
        "E0799",
        "E0800",
        "E0801",
        "E0802",
        "E0803",
        "E0804",
        "E1397"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "CRWD",
      "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": "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": "Goldman Sachs Adjusts Price Target on Applied Materials to $645 From $520",
      "evidence_summary": "AMAT moved +2.8% in the latest session, +2.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0666.",
      "facts": [
        {
          "claim": "AMAT moved +2.8% in the latest session, +2.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0035",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Goldman Sachs Adjusts Price Target on Applied Materials to $645 From $520",
          "source_id": "E0666",
          "timestamp": "2026-07-06T11:23:46+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Price Target on Applied Materials to $647 From $502",
          "source_id": "E0667",
          "timestamp": "2026-07-06T10:50:21+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights Applied Materials, Mastercard, AbbVie, INNOVATE and BranchOut",
          "source_id": "E0668",
          "timestamp": "2026-07-06T09:22:00+00:00"
        },
        {
          "claim": "B. Riley Raises PT on Applied Materials (AMAT) Stock",
          "source_id": "E0669",
          "timestamp": "2026-07-04T14:10:54+00:00"
        },
        {
          "claim": "AMAT fundamentals snapshot: PE 56.72; market cap/assets $492.83B; 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": "E1398",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "health_score": "73.00",
        "market_cap": "$492.83B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "56.72",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "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 +2.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 603.04 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AMAT",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 613.99,
        "previous_close": 603.04,
        "change": 10.950000000000045,
        "change_pct": 0.018157999469355257,
        "change_5d_pct": -0.020499690997606956,
        "change_20d_pct": 0.22381898557066648,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "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": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0035",
        "E0666",
        "E0667",
        "E0668",
        "E0669",
        "E1398"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "AMAT",
      "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：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": "Caterpillar (CAT) Launches $100 Million Texas Workforce Push For Advanced Manufacturing",
      "evidence_summary": "CAT moved +2.5% in the latest session, +2.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0642.",
      "facts": [
        {
          "claim": "CAT moved +2.5% in the latest session, +2.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0029",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Caterpillar (CAT) Launches $100 Million Texas Workforce Push For Advanced Manufacturing",
          "source_id": "E0642",
          "timestamp": "2026-07-06T07:08:39+00:00"
        },
        {
          "claim": "Is Caterpillar (CAT) a Buy as Wall Street Analysts Look Optimistic?",
          "source_id": "E0643",
          "timestamp": "2026-07-03T13:30:06+00:00"
        },
        {
          "claim": "Caterpillar (CAT) is a Great Momentum Stock: Should You Buy?",
          "source_id": "E0644",
          "timestamp": "2026-07-03T16:00:02+00:00"
        },
        {
          "claim": "Here is What to Know Beyond Why Caterpillar Inc. (CAT) is a Trending Stock",
          "source_id": "E0645",
          "timestamp": "2026-07-03T13:00:07+00:00"
        },
        {
          "claim": "CAT fundamentals snapshot: PE 47.12; market cap/assets $443.80B; 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 48.52 / valuation 11.43.",
          "source_id": "E1399",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "35.08%",
        "health_score": "48.52",
        "market_cap": "$443.80B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "47.12",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "CAT",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "11.43"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 963.53 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": "CAT",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 986.415,
        "previous_close": 963.335,
        "change": 23.079999999999927,
        "change_pct": 0.023958436058069132,
        "change_5d_pct": -0.011083011045768365,
        "change_20d_pct": 0.04884210242131393,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0029",
        "E0642",
        "E0643",
        "E0644",
        "E0645",
        "E1399"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "CAT",
      "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：Honda Motor主要研发、制造和销售汽车、摩托车、动力产品及相关金融服务。行业地位：Honda Motor是汽车制造赛道的重要公司，可比/竞争公司包括General Motors、Ferrari、Stellantis、Rivian Automotive。关键变量主要是销量、车型周期、价格竞争、电池成本、监管排放、软件能力和产能利用率。",
      "core_catalyst": "Honda delays takeover of Astemo",
      "evidence_summary": "HMC moved +4.7% in the latest session, +4.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1084.",
      "facts": [
        {
          "claim": "HMC moved +4.7% in the latest session, +4.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0242",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Honda delays takeover of Astemo",
          "source_id": "E1084",
          "timestamp": "2026-07-06T11:19:28+00:00"
        },
        {
          "claim": "Nissan's potential Honda partnership is 'looking good,' CEO says",
          "source_id": "E1085",
          "timestamp": "2026-07-03T18:00:00+00:00"
        },
        {
          "claim": "Honda (TSE:7267) Stock Could Be Cheap Following Japan AI Backing",
          "source_id": "E1086",
          "timestamp": "2026-07-03T12:12:24+00:00"
        },
        {
          "claim": "Honda (TSE:7267) Is Turning To Energy Storage And AI After Its EV Reset",
          "source_id": "E1087",
          "timestamp": "2026-07-03T10:18:19+00:00"
        },
        {
          "claim": "HMC fundamentals snapshot: PE n/a; market cap/assets $31.35B; revenue scale $21.80T; revenue QoQ +8.9%; revenue YoY 8.60%; gross margin 6.39%; net margin -14.98%; ROIC n/a.",
          "source_id": "E1400",
          "timestamp": "2026-07-06T13:42:24.011832+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Honda Motor Co., Ltd. engages in the development, manufacturing, and distribution of motorcycles, automobiles, and power products in Japan, North America, Europe, Asia, and internationally. It operates through four segments: Motorcycle Business, Automobile Business, Financial Se...",
        "gross_margin": "6.39%",
        "health_score": null,
        "market_cap": "$31.35B",
        "name": "Honda Motor Co., Ltd.",
        "net_margin": "-14.98%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+8.9%",
        "revenue_growth_yoy": "8.60%",
        "revenue_scale": "$21.80T",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hmc/",
        "ticker": "HMC",
        "timestamp": "2026-07-06T13:42:24.011832+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 28.02 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": "HMC",
        "timestamp": "2026-07-06T13:42:25+00:00",
        "price": 29.4,
        "previous_close": 27.995,
        "change": 1.4049999999999976,
        "change_pct": 0.05018753348812277,
        "change_5d_pct": 0.09578829979880776,
        "change_20d_pct": 0.052631567445840854,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/HMC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_mna",
        "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": 12,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0242",
        "E1084",
        "E1085",
        "E1086",
        "E1087",
        "E1400"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "HMC",
      "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": "B",
      "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": "BofA Reaffirms Buy Rating for Seagate Technology Holdings (STX)",
      "evidence_summary": "STX moved +5.7% in the latest session, +5.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0739.",
      "facts": [
        {
          "claim": "STX moved +5.7% in the latest session, +5.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0063",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "BofA Reaffirms Buy Rating for Seagate Technology Holdings (STX)",
          "source_id": "E0739",
          "timestamp": "2026-07-06T00:44:04+00:00"
        },
        {
          "claim": "Seagate (STX) Stock Falls As AI Storage Oversupply Fears Rattle Sentiment",
          "source_id": "E0740",
          "timestamp": "2026-07-03T12:12:40+00:00"
        },
        {
          "claim": "Is Seagate (STX) the Best Pick and Shovel AI Stock to Invest In?",
          "source_id": "E0741",
          "timestamp": "2026-07-06T09:41:29+00:00"
        },
        {
          "claim": "AI Memory and Storage Glut Fears Loom as SanDisk, Micron, Seagate All Plunge",
          "source_id": "E0742",
          "timestamp": "2026-07-03T02:58:16+00:00"
        },
        {
          "claim": "STX fundamentals snapshot: PE 77.40; market cap/assets $184.05B; 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": "E1401",
          "timestamp": "2026-07-02T00:00:00+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": "$184.05B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "77.40",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 820.16 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "STX",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 860.315,
        "previous_close": 820.16,
        "change": 40.155000000000086,
        "change_pct": 0.048959959032383926,
        "change_5d_pct": -0.043988246849795076,
        "change_20d_pct": -0.0709240822546604,
        "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",
        "benchmark_relative_move",
        "gap_move",
        "gap_fade",
        "event_news",
        "catalyst_analyst",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0063",
        "E0739",
        "E0740",
        "E0741",
        "E0742",
        "E1401"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "STX",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Visa 运营连接发卡行、收单行、商户、支付处理商和消费者的全球电子支付网络，处理信用卡、借记卡、预付卡、商业支付、跨境交易和实时支付相关服务。收入来自交易处理费、服务费、国际交易费、授权清算结算服务、数据分析、风控、防欺诈和发卡收单增值服务，关键资产是全球网络规则、品牌信任、银行合作关系和高可用支付基础设施。行业地位：Visa 是全球银行卡网络龙头之一，受益于现金电子化和跨境消费，但也面对监管与本地支付体系竞争。关键变量包括支付交易量、跨境旅行恢复、商户折扣费监管、发卡行激励成本、实时支付替代、网络安全、消费者支出和汇率波动。",
      "core_catalyst": "Coinbase (COIN) Joins Visa And Mastercard To Launch Open Standard Stablecoin Network",
      "evidence_summary": "V moved -2.8% in the latest session, -3.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0620.",
      "facts": [
        {
          "claim": "V moved -2.8% in the latest session, -3.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0023",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Coinbase (COIN) Joins Visa And Mastercard To Launch Open Standard Stablecoin Network",
          "source_id": "E0620",
          "timestamp": "2026-07-05T06:11:27+00:00"
        },
        {
          "claim": "Piper Sandler Initiates Visa Inc. (V) With Overweight Rating on Payments Strength",
          "source_id": "E0621",
          "timestamp": "2026-07-04T02:39:05+00:00"
        },
        {
          "claim": "Visa Is Having a Rare Down Year. Is the Cash Flow Machine Finally a Bargain?",
          "source_id": "E0622",
          "timestamp": "2026-07-04T13:16:00+00:00"
        },
        {
          "claim": "V fundamentals snapshot: PE 31.57; market cap/assets $659.91B; revenue scale $43.03B; revenue QoQ 3.02%; revenue YoY 14.37%; gross margin 81.29%; net margin 53.62%; ROIC 27.67%; engine score health 64.05 / valuation n/a.",
          "source_id": "E1402",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Visa Inc. operates as a payment technology company in the United States and internationally. The company operates VisaNet, a transaction processing network that enables authorization, clearing, and settlement of payment transactions. It also offers credit, debit, and prepaid car...",
        "gross_margin": "81.29%",
        "health_score": "64.05",
        "market_cap": "$659.91B",
        "name": "Visa Inc.",
        "net_margin": "53.62%",
        "pe_ratio": "31.57",
        "revenue_growth_qoq": "3.02%",
        "revenue_growth_yoy": "14.37%",
        "revenue_scale": "$43.03B",
        "roic": "27.67%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/v/",
        "ticker": "V",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 362.13 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": "V",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 351.47,
        "previous_close": 361.58,
        "change": -10.109999999999957,
        "change_pct": -0.027960617290779255,
        "change_5d_pct": 0.04532608189544263,
        "change_20d_pct": 0.09772630407891691,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/V?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0023",
        "E0620",
        "E0621",
        "E0622",
        "E1402"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "V",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Nebius Group主要提供AI云基础设施、GPU算力和开发者相关服务，收入与AI训练和推理工作负载相关。行业地位：Nebius Group是互联网内容与平台赛道的重要公司，可比/竞争公司包括Spotify Technology、DoorDash、Reddit、Twilio。关键变量主要是用户增长、广告变现、平台补贴、算法与内容监管、AI基础设施成本和竞争强度。",
      "core_catalyst": "Nebius Group (NBIS) Launches AI Cloud 3.6 With Echo For Natural Language Control",
      "evidence_summary": "NBIS moved -1.7% in the latest session, -2.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1014.",
      "facts": [
        {
          "claim": "NBIS moved -1.7% in the latest session, -2.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0198",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Nebius Group (NBIS) Launches AI Cloud 3.6 With Echo For Natural Language Control",
          "source_id": "E1014",
          "timestamp": "2026-07-04T16:14:00+00:00"
        },
        {
          "claim": "Nebius (NBIS) AI Cloud 3.6 Launches With AI-Powered Agent Nebius Echo",
          "source_id": "E1015",
          "timestamp": "2026-07-04T12:55:57+00:00"
        },
        {
          "claim": "Social Buzz: Wallstreetbets Stocks Mostly Higher Pre-Bell Monday; Sandisk, Nebius Group to Advance",
          "source_id": "E1016",
          "timestamp": "2026-07-06T10:54:54+00:00"
        },
        {
          "claim": "Why Did Nebius Stock Jump 20% in June?",
          "source_id": "E1017",
          "timestamp": "2026-07-04T15:41:51+00:00"
        },
        {
          "claim": "NBIS fundamentals snapshot: PE 67.49; market cap/assets $42.22B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC n/a.",
          "source_id": "E1403",
          "timestamp": "2026-07-06T13:42:25.309515+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": "73.98%",
        "health_score": null,
        "market_cap": "$42.22B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "67.49",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-07-06T13:42:25.309515+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 215.62 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "NBIS",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 214.435,
        "previous_close": 215.62,
        "change": -1.1850000000000023,
        "change_pct": -0.005495779612280871,
        "change_5d_pct": -0.10763629930619178,
        "change_20d_pct": -0.1742019143089203,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NBIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "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": 4,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0198",
        "E1014",
        "E1015",
        "E1016",
        "E1017",
        "E1403"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "NBIS",
      "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：Apple 销售 iPhone、Mac、iPad、Apple Watch 和配件，并通过 App Store、iCloud、Apple Music、AppleCare 等服务获取持续收入。行业地位：全球消费电子和移动生态龙头，核心变量是 iPhone 周期、服务收入、硬件毛利和 AI/生态创新。",
      "core_catalyst": "Broadcom stock pops 4% as Apple silicon deal gets extended through 2031",
      "evidence_summary": "AAPL moved +0.3% in the latest session, -0.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0600.",
      "facts": [
        {
          "claim": "AAPL moved +0.3% in the latest session, -0.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0016",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Broadcom stock pops 4% as Apple silicon deal gets extended through 2031",
          "source_id": "E0600",
          "timestamp": "2026-07-06T13:10:39+00:00"
        },
        {
          "claim": "Broadcom to Develop, Supply ASIC Products for Apple",
          "source_id": "E0601",
          "timestamp": "2026-07-06T12:18:28+00:00"
        },
        {
          "claim": "Apple and Intel Could Be Going Into Business Together. Which Is the Better Buy?",
          "source_id": "E0602",
          "timestamp": "2026-07-06T12:45:00+00:00"
        },
        {
          "claim": "Apple’s Foldable iPhone Could ‘Sell Out Immediately’",
          "source_id": "E0603",
          "timestamp": "2026-07-06T12:33:00+00:00"
        },
        {
          "claim": "AAPL fundamentals snapshot: PE 37.41; market cap/assets $4.53T; revenue scale $451.44B; revenue QoQ -22.66%; revenue YoY 12.76%; gross margin 49.27%; net margin 26.60%; ROIC 39.71%; engine score health 68.00 / valuation n/a.",
          "source_id": "E1404",
          "timestamp": "2026-06-11T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide. The company offers iPhone, a line of smartphones; Mac, a line of personal computers; iPad, a line of multi-purpose tablets; and wearables, home, and acce...",
        "gross_margin": "49.27%",
        "health_score": "68.00",
        "market_cap": "$4.53T",
        "name": "Apple Inc.",
        "net_margin": "26.60%",
        "pe_ratio": "37.41",
        "revenue_growth_qoq": "-22.66%",
        "revenue_growth_yoy": "12.76%",
        "revenue_scale": "$451.44B",
        "roic": "39.71%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aapl/",
        "ticker": "AAPL",
        "timestamp": "2026-06-11T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -0.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 308.63 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "AAPL",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 308.62,
        "previous_close": 308.63,
        "change": -0.009999999999990905,
        "change_pct": -3.240125716874598e-05,
        "change_5d_pct": 0.08753260035081567,
        "change_20d_pct": -0.008386116037000013,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AAPL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_news",
        "catalyst_contract_order",
        "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": 3,
        "price_action": 1,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0016",
        "E0600",
        "E0601",
        "E0602",
        "E0603",
        "E1404"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AAPL",
      "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：Nokia Oyj主要提供移动、固定、IP和光网络设备及软件，服务全球运营商和企业客户。行业地位：Nokia Oyj是通信设备赛道的核心公司，可比/竞争公司包括Motorola Solutions、Lumentum Holdings、Ubiquiti、Telefonaktiebolaget LM Ericsson (publ)。关键变量主要是运营商资本开支、数据中心互联、AI网络需求、库存周期、价格竞争和地缘供应链。",
      "core_catalyst": "Can Nokia's Orange Belgium Network Upgrade Deal Aid the Stock?",
      "evidence_summary": "NOK moved +3.8% in the latest session, +3.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0894.",
      "facts": [
        {
          "claim": "NOK moved +3.8% in the latest session, +3.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0138",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Can Nokia's Orange Belgium Network Upgrade Deal Aid the Stock?",
          "source_id": "E0894",
          "timestamp": "2026-07-03T14:03:00+00:00"
        },
        {
          "claim": "Nokia's 138% Run Has A Margin Problem",
          "source_id": "E0895",
          "timestamp": "2026-07-03T12:55:38+00:00"
        },
        {
          "claim": "Is Nokia (NOK) The Best Under-The-Radar AI Stock To Buy?",
          "source_id": "E0896",
          "timestamp": "2026-07-03T18:13:27+00:00"
        },
        {
          "claim": "Prediction: NOK Stock Could Go Parabolic After July 23. Here's Why.",
          "source_id": "E0897",
          "timestamp": "2026-07-03T18:10:00+00:00"
        },
        {
          "claim": "NOK fundamentals snapshot: PE 78.09; market cap/assets $72.48B; revenue scale $20.00B; revenue QoQ -26.6%; revenue YoY 2.44%; gross margin 44.21%; net margin 1.93%; ROIC n/a.",
          "source_id": "E1405",
          "timestamp": "2026-07-06T13:42:25.397276+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nokia Oyj, together with its subsidiaries, provides mobile, fixed, and cloud network solutions in North and Latin America, Greater China, India, Asia Pacific, Europe, the Middle East, and Africa. It operates in four segments: Network Infrastructure, Mobile Networks, Cloud and Ne...",
        "gross_margin": "44.21%",
        "health_score": null,
        "market_cap": "$72.48B",
        "name": "Nokia Oyj",
        "net_margin": "1.93%",
        "pe_ratio": "78.09",
        "revenue_growth_qoq": "-26.6%",
        "revenue_growth_yoy": "2.44%",
        "revenue_scale": "$20.00B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nok/",
        "ticker": "NOK",
        "timestamp": "2026-07-06T13:42:25.397276+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 12.07 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": "NOK",
        "timestamp": "2026-07-06T13:42:37+00:00",
        "price": 12.521,
        "previous_close": 12.06,
        "change": 0.4610000000000003,
        "change_pct": 0.03822553897180758,
        "change_5d_pct": -0.03758648887616989,
        "change_20d_pct": -0.2466306036253164,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NOK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0138",
        "E0894",
        "E0895",
        "E0896",
        "E0897",
        "E1405"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "NOK",
      "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：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": "Morgan Stanley Adjusts Price Target on KLA to $274 From $190",
      "evidence_summary": "KLAC moved +4.0% in the latest session, +3.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0694.",
      "facts": [
        {
          "claim": "KLAC moved +4.0% in the latest session, +3.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0046",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Price Target on KLA to $274 From $190",
          "source_id": "E0694",
          "timestamp": "2026-07-06T10:50:46+00:00"
        },
        {
          "claim": "Cantor Fitzgerald Raises its Price Target on KLA (KLAC)",
          "source_id": "E0695",
          "timestamp": "2026-07-06T09:42:25+00:00"
        },
        {
          "claim": "KLA Corporation (KLAC) Is One Of Jim Cramer’s Top Performing 2026 Stocks",
          "source_id": "E0696",
          "timestamp": "2026-07-05T11:12:26+00:00"
        },
        {
          "claim": "Vltava Fund Exited KLA Corporation (KLAC) Amid Price-Quality Imbalance",
          "source_id": "E0697",
          "timestamp": "2026-07-03T14:25:43+00:00"
        },
        {
          "claim": "KLAC fundamentals snapshot: PE 6.59; market cap/assets $30.77B; 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 70.05 / valuation 100.00.",
          "source_id": "E1406",
          "timestamp": "2026-07-02T00:00:00+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": "70.05",
        "market_cap": "$30.77B",
        "name": "KLA Corporation",
        "net_margin": "35.17%",
        "pe_ratio": "6.59",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/",
        "ticker": "KLAC",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 235.55 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": "KLAC",
        "timestamp": "2026-07-06T13:42:36+00:00",
        "price": 242.27,
        "previous_close": 235.55,
        "change": 6.719999999999999,
        "change_pct": 0.02852897473997018,
        "change_5d_pct": -0.02561936697749856,
        "change_20d_pct": 0.13683074142993568,
        "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",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0046",
        "E0694",
        "E0695",
        "E0696",
        "E0697",
        "E1406"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "KLAC",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：TJX 经营 T.J. Maxx、Marshalls、HomeGoods、Homesense、Sierra、Winners 等折扣零售品牌，以低于传统百货和专卖店的价格销售服装、鞋履、家居、饰品和礼品。公司从品牌商、制造商和零售渠道采购过季、尾货、取消订单和机会型库存，收入来自门店和部分线上销售，客户以注重性价比和寻宝式购物体验的消费者为主。行业地位：TJX 是全球折扣零售龙头，采购网络、快速周转和门店体验是核心优势。影响经营和股价的变量包括消费者可支配收入、品牌库存过剩程度、采购折扣深度、客流和同店销售、毛利率、工资和租金成本、家居品类周期以及国际门店扩张效率。",
      "core_catalyst": "Will TJX Companies' (TJX) Strong Q1 Comps and Raised Outlook Reshape Its Off-Price Narrative?",
      "evidence_summary": "TJX moved -2.4% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0743.",
      "facts": [
        {
          "claim": "TJX moved -2.4% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0064",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Will TJX Companies' (TJX) Strong Q1 Comps and Raised Outlook Reshape Its Off-Price Narrative?",
          "source_id": "E0743",
          "timestamp": "2026-07-05T21:07:40+00:00"
        },
        {
          "claim": "TJX (TJX) Posts Strong Q1 And Raises Full Year Guidance",
          "source_id": "E0744",
          "timestamp": "2026-07-05T12:08:10+00:00"
        },
        {
          "claim": "Where Will TJX Companies' Stock Be in 1 Year?",
          "source_id": "E0745",
          "timestamp": "2026-07-04T10:12:00+00:00"
        },
        {
          "claim": "TJX fundamentals snapshot: PE 29.44; market cap/assets $170.47B; revenue scale $61.58B; revenue QoQ -19.28%; revenue YoY 8.06%; gross margin 31.28%; net margin 9.30%; ROIC 21.11%; engine score health 66.56 / valuation 25.00.",
          "source_id": "E1407",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "The TJX Companies, Inc., together with its subsidiaries, operates as an off-price apparel and home fashions retailer worldwide. It operates through four segments: Marmaxx, HomeGoods, TJX Canada, and TJX International. The company provides family apparel comprising footwear; acce...",
        "gross_margin": "31.28%",
        "health_score": "66.56",
        "market_cap": "$170.47B",
        "name": "The TJX Companies, Inc.",
        "net_margin": "9.30%",
        "pe_ratio": "29.44",
        "revenue_growth_qoq": "-19.28%",
        "revenue_growth_yoy": "8.06%",
        "revenue_scale": "$61.58B",
        "roic": "21.11%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tjx/",
        "ticker": "TJX",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 154.26 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": "TJX",
        "timestamp": "2026-07-06T13:42:21+00:00",
        "price": 150.2,
        "previous_close": 154.04,
        "change": -3.8400000000000034,
        "change_pct": -0.0249285899766295,
        "change_5d_pct": -0.03364854225201408,
        "change_20d_pct": -0.0531425620836371,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TJX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_low",
        "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": 9,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0064",
        "E0743",
        "E0744",
        "E0745",
        "E1407"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "TJX",
      "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：Palo Alto Networks 做企业网络安全，产品覆盖下一代防火墙、云安全、终端安全、威胁检测和安全运营平台，收入以硬件、订阅和服务组合为主。行业地位：全球网络安全龙头之一，优势在于平台化安全产品、企业客户覆盖和持续订阅收入。",
      "core_catalyst": "SEC 4 filing: 4 2026-06-30",
      "evidence_summary": "PANW moved +2.1% in the latest session, +1.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0788.",
      "facts": [
        {
          "claim": "PANW moved +2.1% in the latest session, +1.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0084",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-30",
          "source_id": "E0788",
          "timestamp": "2026-07-03T01:00:04+00:00"
        },
        {
          "claim": "Here’s Why Palo Alto (PANW) is Among the 8 High Growth Cybersecurity Stocks to Buy Now",
          "source_id": "E0789",
          "timestamp": "2026-07-06T10:02:18+00:00"
        },
        {
          "claim": "Robert W. Baird Maintains Buy Rating on Palo Alto Networks (PANW) Stock",
          "source_id": "E0790",
          "timestamp": "2026-07-04T14:11:13+00:00"
        },
        {
          "claim": "Palo Alto Networks (PANW) Shares Up Significantly After Jim Cramer Said They Were A Buy",
          "source_id": "E0791",
          "timestamp": "2026-07-05T11:12:19+00:00"
        },
        {
          "claim": "Palo Alto Networks (PANW) Joins Israel’s TA 35 And TA 125 Indices",
          "source_id": "E0792",
          "timestamp": "2026-07-04T19:09:54+00:00"
        },
        {
          "claim": "PANW fundamentals snapshot: PE 335.75; market cap/assets $282.97B; revenue scale $10.61B; revenue QoQ 15.73%; revenue YoY 19.51%; gross margin 67.55%; net margin -5.90%; ROIC 2.21%; engine score health 53.57 / valuation 15.38.",
          "source_id": "E1408",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Palo Alto Networks, Inc. provides cybersecurity solutions in the Americas, Europe, the Middle East, Africa, the Asia Pacific, and Japan. It offers Prisma Access, a secure access service edge solution; Strata Cloud Manager, a network security management solution; and Prisma AIRS...",
        "gross_margin": "67.55%",
        "health_score": "53.57",
        "market_cap": "$282.97B",
        "name": "Palo Alto Networks, Inc.",
        "net_margin": "-5.90%",
        "pe_ratio": "335.75",
        "revenue_growth_qoq": "15.73%",
        "revenue_growth_yoy": "19.51%",
        "revenue_scale": "$10.61B",
        "roic": "2.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/",
        "ticker": "PANW",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +1.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 348.06 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "PANW",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 355.23,
        "previous_close": 348.06,
        "change": 7.170000000000016,
        "change_pct": 0.020599896569557075,
        "change_5d_pct": 0.16775143243005197,
        "change_20d_pct": 0.272085944494181,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PANW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "near_local_high",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "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": 2,
        "price_action": 9,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0084",
        "E0788",
        "E0789",
        "E0790",
        "E0791",
        "E0792",
        "E1408"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "PANW",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：强生在 Kenvue 消费健康业务拆分后，聚焦创新药和医疗科技。制药产品覆盖肿瘤、免疫、神经科学、感染病、心血管和肺动脉高压，代表产品包括 Darzalex、Stelara、Tremfya、Erleada、Carvykti、Spravato、Opsumit 等；医疗科技包括骨科、外科、介入、心血管、电生理和视力相关产品。收入来自处方药、医院器械、手术耗材、植入物和专业医疗设备。行业地位：强生是全球大型医药和医疗科技公司，产品线分散、医院渠道深、现金流稳定。关键变量包括 Stelara 等药物专利悬崖、肿瘤和免疫管线接续、医疗器械手术量、并购整合、药价政策、诉讼负债、监管审批和医院资本开支。",
      "core_catalyst": "HSBC Adjusts Price Target on Johnson & Johnson to $290 From $280",
      "evidence_summary": "JNJ moved -1.7% in the latest session, -2.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0634.",
      "facts": [
        {
          "claim": "JNJ moved -1.7% in the latest session, -2.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0027",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "HSBC Adjusts Price Target on Johnson & Johnson to $290 From $280",
          "source_id": "E0634",
          "timestamp": "2026-07-06T11:33:56+00:00"
        },
        {
          "claim": "Johnson & Johnson (JNJ) Unveils New IMAAVY Data With Broader Reach In View",
          "source_id": "E0635",
          "timestamp": "2026-07-05T19:07:46+00:00"
        },
        {
          "claim": "NAVN, JNJ, CRWD Stocks Hit 52-Week Highs Last Week: What's Driving The Surge?",
          "source_id": "E0636",
          "timestamp": "2026-07-06T03:46:50+00:00"
        },
        {
          "claim": "Johnson & Johnson (JNJ) Is One Of Jim Cramer’s Top Performing 2026 Stocks",
          "source_id": "E0637",
          "timestamp": "2026-07-05T11:12:55+00:00"
        },
        {
          "claim": "JNJ fundamentals snapshot: PE 30.46; market cap/assets $620.28B; revenue scale $96.36B; revenue QoQ -2.04%; revenue YoY 7.87%; gross margin 71.49%; net margin 21.76%; ROIC 12.89%; engine score health 61.43 / valuation n/a.",
          "source_id": "E1409",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Johnson & Johnson, together with its subsidiaries, engages in the research and development, manufacture, and sale of a range of products in the healthcare field worldwide. It operates in two segments, Innovative Medicine and MedTech. The Innovative Medicine segment offers produc...",
        "gross_margin": "71.49%",
        "health_score": "61.43",
        "market_cap": "$620.28B",
        "name": "Johnson & Johnson",
        "net_margin": "21.76%",
        "pe_ratio": "30.46",
        "revenue_growth_qoq": "-2.04%",
        "revenue_growth_yoy": "7.87%",
        "revenue_scale": "$96.36B",
        "roic": "12.89%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/jnj/",
        "ticker": "JNJ",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 263.04 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": "JNJ",
        "timestamp": "2026-07-06T13:42:35+00:00",
        "price": 257.73,
        "previous_close": 262.975,
        "change": -5.2450000000000045,
        "change_pct": -0.019944861678866777,
        "change_5d_pct": 0.012055274851735298,
        "change_20d_pct": 0.12955253568949687,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/JNJ?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "near_local_high",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0027",
        "E0634",
        "E0635",
        "E0636",
        "E0637",
        "E1409"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "JNJ",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：艾伯维销售Skyrizi、Rinvoq、Humira等免疫药物，覆盖银屑病、克罗恩病、溃疡性结肠炎和类风湿关节炎等适应症；肿瘤管线包括Venclexta、Imbruvica、Epkinly等；神经科学和美容领域包括Botox Therapeutic、Botox Cosmetic、Juvederm以及偏头痛、精神疾病和眼科产品。收入来自处方药销售、医学美容产品和全球渠道商业化。行业地位：艾伯维在免疫学和肉毒素美容市场具有强势地位，但Humira专利到期后的替代增长是市场关注焦点。关键变量包括Skyrizi和Rinvoq放量速度、医保和PBM准入、美国药价政策、生物类似药竞争、临床试验读数、并购管线整合、Botox需求周期和监管安全标签变化。",
      "core_catalyst": "Cantor Fitzgerald Adjusts AbbVie Price Target to $265 From $240",
      "evidence_summary": "ABBV moved -1.3% in the latest session, -1.7% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0654.",
      "facts": [
        {
          "claim": "ABBV moved -1.3% in the latest session, -1.7% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0032",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Cantor Fitzgerald Adjusts AbbVie Price Target to $265 From $240",
          "source_id": "E0654",
          "timestamp": "2026-07-06T12:49:04+00:00"
        },
        {
          "claim": "HSBC Adjusts Price Target on AbbVie to $300 From $275",
          "source_id": "E0655",
          "timestamp": "2026-07-06T11:33:57+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights Applied Materials, Mastercard, AbbVie, INNOVATE and BranchOut",
          "source_id": "E0656",
          "timestamp": "2026-07-06T09:22:00+00:00"
        },
        {
          "claim": "AbbVie (ABBV) Faces Congressional Probe Over China Clinical Trials",
          "source_id": "E0657",
          "timestamp": "2026-07-03T23:10:45+00:00"
        },
        {
          "claim": "ABBV fundamentals snapshot: PE 128.60; market cap/assets $455.37B; revenue scale $62.82B; revenue QoQ -9.72%; revenue YoY 9.50%; gross margin 71.88%; net margin 4.66%; ROIC 12.71%; engine score health 67.27 / valuation n/a.",
          "source_id": "E1410",
          "timestamp": "2026-06-11T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AbbVie Inc., a research-based biopharmaceutical company, engages in the research and development, manufacturing, commercializing, and sale of medicines and therapies worldwide. The company offers Skyrizi to treat autoimmune diseases; Rinvoq to treat inflammatory diseases; Imbruv...",
        "gross_margin": "71.88%",
        "health_score": "67.27",
        "market_cap": "$455.37B",
        "name": "AbbVie Inc.",
        "net_margin": "4.66%",
        "pe_ratio": "128.60",
        "revenue_growth_qoq": "-9.72%",
        "revenue_growth_yoy": "9.50%",
        "revenue_scale": "$62.82B",
        "roic": "12.71%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/abbv/",
        "ticker": "ABBV",
        "timestamp": "2026-06-11T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 261.07 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": "ABBV",
        "timestamp": "2026-07-06T13:42:30+00:00",
        "price": 257.7,
        "previous_close": 261.04,
        "change": -3.340000000000032,
        "change_pct": -0.012794973950352562,
        "change_5d_pct": 0.01716989852649542,
        "change_20d_pct": 0.14563882458891353,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ABBV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "near_local_high",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_new_product"
      ],
      "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": 9,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0032",
        "E0654",
        "E0655",
        "E0656",
        "E0657",
        "E1410"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "ABBV",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：CoStar Group主要经营商业地产数据、在线市场和分析平台，收入来自订阅和信息服务。行业地位：CoStar Group是地产服务赛道的重要参与者，可比/竞争公司包括CBRE Group、Jones Lang LaSalle。关键变量主要是地产交易量、租赁活动、资本市场融资、数据订阅、利率和办公/工业需求。",
      "core_catalyst": "Why is CoStar Group (CSGP) Inspiring Analysts’ Confidence",
      "evidence_summary": "CSGP moved -3.5% in the latest session, -3.9% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E1244.",
      "facts": [
        {
          "claim": "CSGP moved -3.5% in the latest session, -3.9% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0371",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Why is CoStar Group (CSGP) Inspiring Analysts’ Confidence",
          "source_id": "E1244",
          "timestamp": "2026-07-06T00:15:00+00:00"
        },
        {
          "claim": "Benchmark Initiates CoStar (CSGP) With Buy Rating Following Zonda Acquisition",
          "source_id": "E1245",
          "timestamp": "2026-07-04T02:34:00+00:00"
        },
        {
          "claim": "CoStar (CSGP) Stock Looks Reasonable On Sales But Rich On Broader Checks",
          "source_id": "E1246",
          "timestamp": "2026-07-05T14:08:33+00:00"
        },
        {
          "claim": "CoStar Group (CSGP): 10 Best NASDAQ Stocks to Invest In For Long Term",
          "source_id": "E1247",
          "timestamp": "2026-07-04T12:55:50+00:00"
        },
        {
          "claim": "CSGP fundamentals snapshot: PE 484.22; market cap/assets $12.25B; revenue scale $3.41B; revenue QoQ -0.33%; revenue YoY 21.33%; gross margin 78.15%; net margin 0.33%; ROIC -0.25%; engine score health 58.89 / valuation 33.33.",
          "source_id": "E1411",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CoStar Group, Inc. is a listed company; detailed business profile was not available from the current fundamentals source.",
        "gross_margin": "78.15%",
        "health_score": "58.89",
        "market_cap": "$12.25B",
        "name": "CoStar Group, Inc.",
        "net_margin": "0.33%",
        "pe_ratio": "484.22",
        "revenue_growth_qoq": "-0.33%",
        "revenue_growth_yoy": "21.33%",
        "revenue_scale": "$3.41B",
        "roic": "-0.25%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:not-found://fundamentals",
        "ticker": "CSGP",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 30.00 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": "CSGP",
        "timestamp": "2026-07-06T13:42:25+00:00",
        "price": 29.02,
        "previous_close": 30.0,
        "change": -0.9800000000000004,
        "change_pct": -0.03266666666666673,
        "change_5d_pct": -0.04066115702479345,
        "change_20d_pct": -0.13784907511723732,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CSGP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_low",
        "event_news",
        "catalyst_analyst",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 11,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 43,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0371",
        "E1244",
        "E1245",
        "E1246",
        "E1247",
        "E1411"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "CSGP",
      "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：SPY 是一只跟踪标普 500 的宽基 ETF，用来表达美国大盘股票风险敞口。行业地位：用作市场、板块或宏观风险敞口的交易工具。",
      "core_catalyst": "Goldman Says AI Is Driving a 22% Earnings Surge. For a 68-Year-Old, the Rally Swelling His 401(k) Is Inflating the RMD Tax Hit Waiting at 73.",
      "evidence_summary": "SPY moved +0.5% in the latest session, +0.0% relative to SPY, with volume at 0.0x its 20-day average. Reliable catalyst source: E0582.",
      "facts": [
        {
          "claim": "SPY moved +0.5% in the latest session, +0.0% relative to SPY, with volume at 0.0x its 20-day average.",
          "source_id": "E0002",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "Goldman Says AI Is Driving a 22% Earnings Surge. For a 68-Year-Old, the Rally Swelling His 401(k) Is Inflating the RMD Tax Hit Waiting at 73.",
          "source_id": "E0582",
          "timestamp": "2026-07-05T18:03:27+00:00"
        },
        {
          "claim": "QYLD’s $10,000 Problem: How a Covered-Call ETF Left Investors With a Fraction of Nasdaq Gains",
          "source_id": "E0583",
          "timestamp": "2026-07-06T00:38:31+00:00"
        },
        {
          "claim": "Buying VOO Near All-Time Highs Could Still Be a Smart Move",
          "source_id": "E0584",
          "timestamp": "2026-07-05T19:50:00+00:00"
        },
        {
          "claim": "Are Advisors Rethinking Index Investing?",
          "source_id": "E0585",
          "timestamp": "2026-07-05T12:00:00+00:00"
        },
        {
          "claim": "SPY fundamentals snapshot: PE 412.91; market cap/assets $783.07B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1412",
          "timestamp": "2026-07-06T13:42:32.385513+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "etf",
        "business_summary": "The State Street SPDR S&P 500 ETF (SPY) is an exchange-traded fund that is based on the S&P 500 index. The fund tracks a market cap-weighted index of US large- and mid-cap stocks selected by the S&P Committee. SPY was launched on Jan 22, 1993 and is issued by State Street.",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$783.07B",
        "name": "SPDR S&P 500 ETF",
        "net_margin": null,
        "pe_ratio": "412.91",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "https://stockanalysis.com/etf/spy/",
        "ticker": "SPY",
        "timestamp": "2026-07-06T13:42:32.385513+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +0.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 744.78 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": "SPY",
        "timestamp": "2026-07-06T13:42:34+00:00",
        "price": 747.88,
        "previous_close": 744.8,
        "change": 3.080000000000041,
        "change_pct": 0.004135338345864659,
        "change_5d_pct": 0.025912577701583617,
        "change_20d_pct": -0.012165035238572708,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SPY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 24,
        "catalyst_strength": 4,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 5,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 43,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0002",
        "E0582",
        "E0583",
        "E0584",
        "E0585",
        "E1412"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "SPY",
      "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：Credo Technology Group Holding主要经营光通信、无线网络、路由交换、公共安全通信或测试测量设备。行业地位：Credo Technology Group Holding是通信设备赛道的重要公司，可比/竞争公司包括Motorola Solutions、Nokia Oyj、Lumentum Holdings、Ubiquiti。关键变量主要是运营商资本开支、数据中心互联、AI网络需求、库存周期、价格竞争和地缘供应链。",
      "core_catalyst": "How Credo Technology Group Holding Ltd’s (CRDO) DustPhotonics Deal Deepens Its AI Data Center Connectivity Roadmap",
      "evidence_summary": "CRDO moved +7.7% in the latest session, +7.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1051.",
      "facts": [
        {
          "claim": "CRDO moved +7.7% in the latest session, +7.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0222",
          "timestamp": "2026-07-06T00:00:00+00:00"
        },
        {
          "claim": "How Credo Technology Group Holding Ltd’s (CRDO) DustPhotonics Deal Deepens Its AI Data Center Connectivity Roadmap",
          "source_id": "E1051",
          "timestamp": "2026-07-03T21:58:34+00:00"
        },
        {
          "claim": "Zacks.com featured highlights include Ponce Financial, Credo Technology, Interface, Ciena and Citizens Financial Services",
          "source_id": "E1052",
          "timestamp": "2026-07-06T08:04:00+00:00"
        },
        {
          "claim": "What Makes Credo Technology Group (CRDO) Appear So Attractive",
          "source_id": "E1053",
          "timestamp": "2026-07-06T00:16:37+00:00"
        },
        {
          "claim": "How Credo’s Shift Into Larger Russell Indices and AI Connectivity Focus Will Impact CRDO Investors",
          "source_id": "E1054",
          "timestamp": "2026-07-03T20:11:56+00:00"
        },
        {
          "claim": "CRDO fundamentals snapshot: PE 108.35; market cap/assets $35.70B; revenue scale $1.34B; revenue QoQ +7.4%; revenue YoY 157.02%; gross margin 68.21%; net margin 38.70%; ROIC 30.49%.",
          "source_id": "E1413",
          "timestamp": "2026-07-06T13:42:28.824955+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Credo Technology Group Holding Ltd provides various high-speed connectivity solutions for optical and electrical Ethernet and PCIe applications in the United States, Taiwan, Mainland China, Hong Kong, and other international markets. The company offers ZeroFlap (ZF) active elect...",
        "gross_margin": "68.21%",
        "health_score": null,
        "market_cap": "$35.70B",
        "name": "Credo Technology Group Holding Ltd",
        "net_margin": "38.70%",
        "pe_ratio": "108.35",
        "revenue_growth_qoq": "+7.4%",
        "revenue_growth_yoy": "157.02%",
        "revenue_scale": "$1.34B",
        "roic": "30.49%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crdo/",
        "ticker": "CRDO",
        "timestamp": "2026-07-06T13:42:28.824955+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +7.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 241.91 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": "CRDO",
        "timestamp": "2026-07-06T13:42:38+00:00",
        "price": 260.28,
        "previous_close": 241.91,
        "change": 18.369999999999976,
        "change_pct": 0.07593733206564424,
        "change_5d_pct": 0.0936134453781512,
        "change_20d_pct": 0.19668965517241377,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRDO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "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": 0,
        "expectation_gap": 3,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 42,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0222",
        "E1051",
        "E1052",
        "E1053",
        "E1054",
        "E1413"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "CRDO",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY +0.5%, QQQ +1.2%, IWM +0.5%, HYG +0.1%, TLT -0.1%, VIXY -1.7%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
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        "VIXY": -0.017192651907677936
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      "source_id": "E0001",
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      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-07-06"
    },
    {
      "claim": "SPY moved +0.5% in the latest session, +0.0% relative to SPY, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 748.24,
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      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "SPY",
      "tier": 1,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SPY/2026-07-06"
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    {
      "claim": "IWM moved +0.5% in the latest session, +0.1% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "IWM",
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      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-07-06"
    },
    {
      "claim": "DIA moved +0.0% in the latest session, -0.4% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-07-06"
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    {
      "claim": "TLT moved -0.1% in the latest session, -0.5% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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      "tier": 1,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-07-06"
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    {
      "claim": "HYG moved +0.1% in the latest session, -0.4% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
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      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/HYG/2026-07-06"
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    {
      "claim": "LQD moved -0.0% in the latest session, -0.5% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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        "ticker": "LQD",
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      "source_id": "E0007",
      "source_type": "market_data",
      "ticker": "LQD",
      "tier": 1,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-07-06"
    },
    {
      "claim": "GLD moved +0.7% in the latest session, +0.2% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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      "claim": "What Makes Taiwan Semiconductor Manufacturing (TSM) One of BlackRock’s 30 Most Important Picks",
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      "claim": "Zacks Industry Outlook Highlights Walmart and The Kroger",
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      "claim": "Coinbase (COIN) Joins Visa And Mastercard To Launch Open Standard Stablecoin Network",
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      "claim": "Piper Sandler Initiates Visa Inc. (V) With Overweight Rating on Payments Strength",
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      "claim": "Visa Is Having a Rare Down Year. Is the Cash Flow Machine Finally a Bargain?",
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      "claim": "Hovering Around $1,800 a Share, Is an ASML Stock Split Imminent?",
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      "claim": "Where Will TJX Companies' Stock Be in 1 Year?",
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      "claim": "Is Amphenol Corporation (APH) A Good Stock To Buy Now?",
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      "claim": "The Retail Trading Boom Is Back. Charles Schwab Is Quietly Cashing In.",
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      "claim": "Advertising Growth Affirm AppLovin Corporation (APP) as Top AI Stock to Buy According to Billionaire Philippe Laffont",
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      "claim": "AppLovin vs. Palantir Technologies: Which High-Growth Tech Stock Is a Better Buy in 2026?",
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      "claim": "SanDisk Rebounds 5%, Western Digital Gains 5%, Micron Climbs 3% as UBS, Citi, BofA Turn Bullish on Memory",
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      "claim": "Is Deere (DE) Stock Reasonable Or Rich After Raised Guidance?",
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      "claim": "Jensen Huang Just Named Marvell the Next $1 Trillion Stock. Is the Stock a Buy Following a 129% Surge?",
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      "claim": "Should Watts’ Shift Into Russell Value and Midcap Indexes Reshape How WTS Investors View Its Role?",
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      "claim": "Booz Allen Hamilton (BAH) to Buy Ultra I&C Mission Solutions Business for $720 Million",
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      "claim": "Is D-Wave Quantum a Buy?",
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      "claim": "Klaviyo (KVYO) Launches AI Marketing Agent Composer and Updates Customer Agent",
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      "claim": "WFRD vs. AROC: Which Stock Is the Better Value Option?",
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      "claim": "Rush Street Interactive Insider Sold Shares Worth $4,942,364, According to a Recent SEC Filing",
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      "claim": "Terreno Realty's Latest Leasing Moves: What Investors Need to Know Now",
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      "claim": "Ingredion (INGR) Completes $165M Sale of Rafhan Maize Stake",
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    {
      "claim": "The Hanover Insurance Group, Inc. (THG) Soars to 52-Week High, Time to Cash Out?",
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        "headline": "The Hanover Insurance Group, Inc. (THG) Soars to 52-Week High, Time to Cash Out?"
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      "claim": "Valterra Platinum (JSE:VAL) Stock Sees Modest Fair Value Cut As Analysts Split On Valuation",
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      "claim": "Construction and Maintenance Services Stocks Q1 Recap: Benchmarking Granite Construction (NYSE:GVA)",
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      "claim": "Amentum Holdings (AMTM) Appears Attractive With New Contract Awards",
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      "claim": "Clear Secure (YOU) Brings CLEAR1 To Amazon Connect For Contact Center Verification",
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      "claim": "Essent vs. Progressive: Which Insurance Stock Is a Better Buy in 2026?",
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      "claim": "RBC Capital Adjusts Liberty Energy Price Target to $34 From $32, Maintains Sector Perform Rating",
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      "timestamp": "2026-07-06T11:36:46+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/solaris-energy-infrastructure-acquires-power-113646979.html"
    },
    {
      "claim": "Solaris Energy Infrastructure Acquires Leading Global Provider of Full Cycle Power Generation Operations, Maintenance, and Technical Solutions",
      "confidence": 0.78,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "mna",
        "headline": "Solaris Energy Infrastructure Acquires Leading Global Provider of Full Cycle Power Generation Operations, Maintenance, and Technical Solutions"
      },
      "source_id": "E1369",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-07-06T11:00:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/solaris-energy-infrastructure-acquires-leading-110000434.html"
    },
    {
      "claim": "Solaris Energy Infrastructure (SEI) Stock Looks Above Fair Value Today",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Solaris Energy Infrastructure (SEI) Stock Looks Above Fair Value Today"
      },
      "source_id": "E1370",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-07-05T07:08:26+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/solaris-energy-infrastructure-sei-stock-070826133.html"
    },
    {
      "claim": "PBF Energy (PBF) Major Shareholder Sold 1.2 Million Shares And Kept A Big Stake",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "mna",
        "headline": "PBF Energy (PBF) Major Shareholder Sold 1.2 Million Shares And Kept A Big Stake"
      },
      "source_id": "E1371",
      "source_type": "news",
      "ticker": "PBF",
      "tier": 2,
      "timestamp": "2026-07-03T23:10:39+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/pbf-energy-pbf-major-shareholder-231039271.html"
    },
    {
      "claim": "Has PBF Energy (PBF) Risen Too Far After Refining Recovery?",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Has PBF Energy (PBF) Risen Too Far After Refining Recovery?"
      },
      "source_id": "E1372",
      "source_type": "news",
      "ticker": "PBF",
      "tier": 2,
      "timestamp": "2026-07-04T08:10:24+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/pbf-energy-pbf-risen-too-081024461.html"
    },
    {
      "claim": "Klarna Files for US Banking License With FDIC, Utah Regulator",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Klarna Files for US Banking License With FDIC, Utah Regulator"
      },
      "source_id": "E1373",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-07-06T12:50:23+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/small-business/articles/klarna-files-us-banking-license-125023801.html"
    },
    {
      "claim": "Klarna Submits Application for U.S. Banking License",
      "confidence": 0.62,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Klarna Submits Application for U.S. Banking License"
      },
      "source_id": "E1374",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-07-06T12:30:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/economy/policy/articles/klarna-submits-application-u-banking-123000337.html"
    },
    {
      "claim": "Klarna’s Google Court Win Could Give Its BNPL Story a Needed Cash Catalyst",
      "confidence": 0.62,
      "publisher": "MarketBeat",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Klarna’s Google Court Win Could Give Its BNPL Story a Needed Cash Catalyst"
      },
      "source_id": "E1375",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-07-03T13:25:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/1e609bf2-e454-3c71-ae6b-983aa7a71a23/klarna%E2%80%99s-google-court-win.html"
    },
    {
      "claim": "Parsons Pioneering Integrated Technology Solutions for PFAS Remediation",
      "confidence": 0.62,
      "publisher": "GlobeNewswire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Parsons Pioneering Integrated Technology Solutions for PFAS Remediation"
      },
      "source_id": "E1376",
      "source_type": "news",
      "ticker": "PSN",
      "tier": 2,
      "timestamp": "2026-07-06T10:30:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/technology/articles/parsons-pioneering-integrated-technology-solutions-103000379.html"
    },
    {
      "claim": "Scotiabank Upgrades SentinelOne to Sector Outperform From Sector Perform, Adjusts Price Target to $23.50 From $16",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Scotiabank Upgrades SentinelOne to Sector Outperform From Sector Perform, Adjusts Price Target to $23.50 From $16"
      },
      "source_id": "E1377",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-07-06T11:50:02+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/scotiabank-upgrades-sentinelone-sector-outperform-115002381.html"
    },
    {
      "claim": "Why Is Everyone Talking About SentinelOne Stock Right Now?",
      "confidence": 0.62,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Why Is Everyone Talking About SentinelOne Stock Right Now?"
      },
      "source_id": "E1378",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-07-04T16:20:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/8246054a-e311-3181-97bf-214551e5336e/why-is-everyone-talking-about.html"
    },
    {
      "claim": "Zacks Industry Outlook Highlights EMCOR, MasTec, Dycom and Tutor Perini",
      "confidence": 0.78,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Zacks Industry Outlook Highlights EMCOR, MasTec, Dycom and Tutor Perini"
      },
      "source_id": "E1379",
      "source_type": "earnings",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-06T08:48:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/zacks-industry-outlook-highlights-emcor-084800268.html"
    },
    {
      "claim": "Tutor Perini Completes Redemption of $400 Million of Senior Notes and Amendment and Restatement of Credit Agreement",
      "confidence": 0.62,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Tutor Perini Completes Redemption of $400 Million of Senior Notes and Amendment and Restatement of Credit Agreement"
      },
      "source_id": "E1380",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-06T13:00:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-completes-redemption-400-130000604.html"
    },
    {
      "claim": "Tutor Perini Corporation (TPC) is Attracting Investor Attention: Here is What You Should Know",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Tutor Perini Corporation (TPC) is Attracting Investor Attention: Here is What You Should Know"
      },
      "source_id": "E1381",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-03T13:00:03+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-corporation-tpc-attracting-130003285.html"
    },
    {
      "claim": "Truist Securities Adjusts Brunswick Price Target to $94 From $93, Maintains Buy Rating",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Truist Securities Adjusts Brunswick Price Target to $94 From $93, Maintains Buy Rating"
      },
      "source_id": "E1382",
      "source_type": "news",
      "ticker": "BC",
      "tier": 2,
      "timestamp": "2026-07-06T11:12:29+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/truist-securities-adjusts-brunswick-price-111229413.html"
    },
    {
      "claim": "Macy's (M) Up 1% Since Last Earnings Report: Can It Continue?",
      "confidence": 0.78,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Macy's (M) Up 1% Since Last Earnings Report: Can It Continue?"
      },
      "source_id": "E1383",
      "source_type": "earnings",
      "ticker": "M",
      "tier": 2,
      "timestamp": "2026-07-03T15:30:04+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/macys-m-1-since-last-153004278.html"
    },
    {
      "claim": "SOLS fundamentals snapshot: PE n/a; market cap/assets $13.27B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
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        "gross_margin": null,
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        "name": "Solstice Advanced Materials Inc.",
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        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
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        "ticker": "SOLS",
        "timestamp": "2026-07-06T13:42:09.768259+00:00",
        "valuation_score": null
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      "source_id": "E1384",
      "source_type": "fundamentals",
      "ticker": "SOLS",
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      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti"
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      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "IREN Limited operates in the vertically integrated data center business in Australia and Canada. The company owns and operates computing hardware, as well as electrical infrastructure and data centers. It also mines Bitcoin, a scarce digital asset that is created and transmitted...",
        "gross_margin": "72.42%",
        "health_score": null,
        "market_cap": "$18.16B",
        "name": "IREN Limited",
        "net_margin": "-171.16%",
        "pe_ratio": "79.84",
        "revenue_growth_qoq": "-21.6%",
        "revenue_growth_yoy": "-0.02%",
        "revenue_scale": "$757.08M",
        "roic": "-6.07%",
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        "ticker": "IREN",
        "timestamp": "2026-07-06T13:42:09.770613+00:00",
        "valuation_score": null
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      "source_id": "E1385",
      "source_type": "fundamentals",
      "ticker": "IREN",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:09.770613+00:00",
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    {
      "claim": "WDC fundamentals snapshot: PE 28.67; market cap/assets $185.96B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 61.19 / valuation 28.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
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        "gross_margin": "50.22%",
        "health_score": "61.19",
        "market_cap": "$185.96B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "28.67",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
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        "ticker": "WDC",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "28.57"
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      "source_id": "E1386",
      "source_type": "fundamentals",
      "ticker": "WDC",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
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    {
      "claim": "AVGO fundamentals snapshot: PE 59.99; market cap/assets $1.82T; revenue scale $75.47B; revenue QoQ 14.89%; revenue YoY 32.29%; gross margin 67.24%; net margin 41.96%; ROIC 18.39%; engine score health 71.88 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
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        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "67.24%",
        "health_score": "71.88",
        "market_cap": "$1.82T",
        "name": "Broadcom Inc.",
        "net_margin": "41.96%",
        "pe_ratio": "59.99",
        "revenue_growth_qoq": "14.89%",
        "revenue_growth_yoy": "32.29%",
        "revenue_scale": "$75.47B",
        "roic": "18.39%",
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        "ticker": "AVGO",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
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      "source_id": "E1387",
      "source_type": "fundamentals",
      "ticker": "AVGO",
      "tier": 2,
      "timestamp": "2026-06-26T00:00:00+00:00",
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    },
    {
      "claim": "ALAB fundamentals snapshot: PE 299.25; market cap/assets $36.71B; revenue scale $1.00B; revenue QoQ +14.0%; revenue YoY 93.40%; gross margin 76.26%; net margin 26.04%; ROIC 27.93%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
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        "business_summary": "Astera Labs, Inc. designs, manufactures, and sells semiconductor-based connectivity solutions for cloud and AI infrastructure in Taiwan and the United States. It offers an intelligent connectivity platform, comprised of semiconductor-based, high-speed, mixed-signal connectivity...",
        "gross_margin": "76.26%",
        "health_score": null,
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        "name": "Astera Labs, Inc. Common Stock",
        "net_margin": "26.04%",
        "pe_ratio": "299.25",
        "revenue_growth_qoq": "+14.0%",
        "revenue_growth_yoy": "93.40%",
        "revenue_scale": "$1.00B",
        "roic": "27.93%",
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        "ticker": "ALAB",
        "timestamp": "2026-07-06T13:42:09.770058+00:00",
        "valuation_score": null
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      "source_id": "E1388",
      "source_type": "fundamentals",
      "ticker": "ALAB",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:09.770058+00:00",
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    },
    {
      "claim": "AMD fundamentals snapshot: PE 172.68; market cap/assets $893.67B; 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.",
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      "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": "$893.67B",
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        "net_margin": "13.49%",
        "pe_ratio": "172.68",
        "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/20260703-224402-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
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      "source_id": "E1389",
      "source_type": "fundamentals",
      "ticker": "AMD",
      "tier": 2,
      "timestamp": "2026-06-26T00:00:00+00:00",
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    {
      "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 30.89 / valuation n/a.",
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        "gross_margin": "39.38%",
        "health_score": "30.89",
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        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
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        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1390",
      "source_type": "fundamentals",
      "ticker": "INTC",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
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      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Taiwan Semiconductor Manufacturing Company Limited, together with its subsidiaries, manufactures, packages, tests, and sells integrated circuits and other semiconductor devices in Taiwan, China, Europe, the Middle East, Africa, Japan, the United States, and internationally. It p...",
        "gross_margin": "66.25%",
        "health_score": null,
        "market_cap": "$2.05T",
        "name": "Taiwan Semiconductor Manufacturing Company Limited",
        "net_margin": "50.51%",
        "pe_ratio": "33.45",
        "revenue_growth_qoq": "+8.4%",
        "revenue_growth_yoy": "35.13%",
        "revenue_scale": "$4.10T",
        "roic": "15.91%",
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        "ticker": "TSM",
        "timestamp": "2026-07-06T13:42:09.773368+00:00",
        "valuation_score": null
      },
      "source_id": "E1391",
      "source_type": "fundamentals",
      "ticker": "TSM",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:09.773368+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/"
    },
    {
      "claim": "QCOM fundamentals snapshot: PE 18.81; market cap/assets $186.65B; revenue scale $44.49B; revenue QoQ -13.49%; revenue YoY 5.21%; gross margin 53.77%; net margin 69.53%; ROIC 19.87%; engine score health 56.87 / valuation 92.86.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "QUALCOMM Incorporated engages in the development and commercialization of foundational technologies for the wireless industry worldwide. It operates through three segments: Qualcomm CDMA Technologies (QCT); Qualcomm Technology Licensing (QTL); and Qualcomm Strategic Initiatives...",
        "gross_margin": "53.77%",
        "health_score": "56.87",
        "market_cap": "$186.65B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "69.53%",
        "pe_ratio": "18.81",
        "revenue_growth_qoq": "-13.49%",
        "revenue_growth_yoy": "5.21%",
        "revenue_scale": "$44.49B",
        "roic": "19.87%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/qcom/",
        "ticker": "QCOM",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "92.86"
      },
      "source_id": "E1392",
      "source_type": "fundamentals",
      "ticker": "QCOM",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/qcom/"
    },
    {
      "claim": "MU fundamentals snapshot: PE 21.82; market cap/assets $1.10T; 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": "$1.10T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "21.82",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "source_id": "E1393",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "TER fundamentals snapshot: PE 67.65; market cap/assets $57.78B; 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": "",
        "gross_margin": "60.89%",
        "health_score": "57.42",
        "market_cap": "$57.78B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "67.65",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "TER",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "source_id": "E1394",
      "source_type": "fundamentals",
      "ticker": "TER",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "LRCX fundamentals snapshot: PE 65.51; market cap/assets $439.45B; 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": "$439.45B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "65.51",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/",
        "ticker": "LRCX",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "35.71"
      },
      "source_id": "E1395",
      "source_type": "fundamentals",
      "ticker": "LRCX",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/"
    },
    {
      "claim": "ASML fundamentals snapshot: PE 62.38; market cap/assets $719.43B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$719.43B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "62.38",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1396",
      "source_type": "fundamentals",
      "ticker": "ASML",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/"
    },
    {
      "claim": "CRWD fundamentals snapshot: PE n/a; market cap/assets $49.38B; revenue scale $5.09B; revenue QoQ 6.15%; revenue YoY 23.17%; gross margin 75.30%; net margin 2.00%; ROIC -1.77%; engine score health 62.14 / valuation 42.31.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CrowdStrike Holdings, Inc. provides cybersecurity solutions in the United States and internationally. Its unified platform provides cloud-delivered protection of endpoints, cloud workloads, identity, and data through a software as a service (SaaS) subscription-based model. The c...",
        "gross_margin": "75.30%",
        "health_score": "62.14",
        "market_cap": "$49.38B",
        "name": "CrowdStrike Holdings, Inc.",
        "net_margin": "2.00%",
        "pe_ratio": null,
        "revenue_growth_qoq": "6.15%",
        "revenue_growth_yoy": "23.17%",
        "revenue_scale": "$5.09B",
        "roic": "-1.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/",
        "ticker": "CRWD",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "42.31"
      },
      "source_id": "E1397",
      "source_type": "fundamentals",
      "ticker": "CRWD",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/"
    },
    {
      "claim": "AMAT fundamentals snapshot: PE 56.72; market cap/assets $492.83B; 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": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "health_score": "73.00",
        "market_cap": "$492.83B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "56.72",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1398",
      "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/"
    },
    {
      "claim": "CAT fundamentals snapshot: PE 47.12; market cap/assets $443.80B; 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 48.52 / valuation 11.43.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "35.08%",
        "health_score": "48.52",
        "market_cap": "$443.80B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "47.12",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "CAT",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "11.43"
      },
      "source_id": "E1399",
      "source_type": "fundamentals",
      "ticker": "CAT",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "HMC fundamentals snapshot: PE n/a; market cap/assets $31.35B; revenue scale $21.80T; revenue QoQ +8.9%; revenue YoY 8.60%; gross margin 6.39%; net margin -14.98%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Honda Motor Co., Ltd. engages in the development, manufacturing, and distribution of motorcycles, automobiles, and power products in Japan, North America, Europe, Asia, and internationally. It operates through four segments: Motorcycle Business, Automobile Business, Financial Se...",
        "gross_margin": "6.39%",
        "health_score": null,
        "market_cap": "$31.35B",
        "name": "Honda Motor Co., Ltd.",
        "net_margin": "-14.98%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+8.9%",
        "revenue_growth_yoy": "8.60%",
        "revenue_scale": "$21.80T",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hmc/",
        "ticker": "HMC",
        "timestamp": "2026-07-06T13:42:24.011832+00:00",
        "valuation_score": null
      },
      "source_id": "E1400",
      "source_type": "fundamentals",
      "ticker": "HMC",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:24.011832+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hmc/"
    },
    {
      "claim": "STX fundamentals snapshot: PE 77.40; market cap/assets $184.05B; 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": "$184.05B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "77.40",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "source_id": "E1401",
      "source_type": "fundamentals",
      "ticker": "STX",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/"
    },
    {
      "claim": "V fundamentals snapshot: PE 31.57; market cap/assets $659.91B; revenue scale $43.03B; revenue QoQ 3.02%; revenue YoY 14.37%; gross margin 81.29%; net margin 53.62%; ROIC 27.67%; engine score health 64.05 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Visa Inc. operates as a payment technology company in the United States and internationally. The company operates VisaNet, a transaction processing network that enables authorization, clearing, and settlement of payment transactions. It also offers credit, debit, and prepaid car...",
        "gross_margin": "81.29%",
        "health_score": "64.05",
        "market_cap": "$659.91B",
        "name": "Visa Inc.",
        "net_margin": "53.62%",
        "pe_ratio": "31.57",
        "revenue_growth_qoq": "3.02%",
        "revenue_growth_yoy": "14.37%",
        "revenue_scale": "$43.03B",
        "roic": "27.67%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/v/",
        "ticker": "V",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1402",
      "source_type": "fundamentals",
      "ticker": "V",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/v/"
    },
    {
      "claim": "NBIS fundamentals snapshot: PE 67.49; market cap/assets $42.22B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": "73.98%",
        "health_score": null,
        "market_cap": "$42.22B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "67.49",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-07-06T13:42:25.309515+00:00",
        "valuation_score": null
      },
      "source_id": "E1403",
      "source_type": "fundamentals",
      "ticker": "NBIS",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:25.309515+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/"
    },
    {
      "claim": "AAPL fundamentals snapshot: PE 37.41; market cap/assets $4.53T; revenue scale $451.44B; revenue QoQ -22.66%; revenue YoY 12.76%; gross margin 49.27%; net margin 26.60%; ROIC 39.71%; engine score health 68.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide. The company offers iPhone, a line of smartphones; Mac, a line of personal computers; iPad, a line of multi-purpose tablets; and wearables, home, and acce...",
        "gross_margin": "49.27%",
        "health_score": "68.00",
        "market_cap": "$4.53T",
        "name": "Apple Inc.",
        "net_margin": "26.60%",
        "pe_ratio": "37.41",
        "revenue_growth_qoq": "-22.66%",
        "revenue_growth_yoy": "12.76%",
        "revenue_scale": "$451.44B",
        "roic": "39.71%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aapl/",
        "ticker": "AAPL",
        "timestamp": "2026-06-11T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1404",
      "source_type": "fundamentals",
      "ticker": "AAPL",
      "tier": 2,
      "timestamp": "2026-06-11T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aapl/"
    },
    {
      "claim": "NOK fundamentals snapshot: PE 78.09; market cap/assets $72.48B; revenue scale $20.00B; revenue QoQ -26.6%; revenue YoY 2.44%; gross margin 44.21%; net margin 1.93%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nokia Oyj, together with its subsidiaries, provides mobile, fixed, and cloud network solutions in North and Latin America, Greater China, India, Asia Pacific, Europe, the Middle East, and Africa. It operates in four segments: Network Infrastructure, Mobile Networks, Cloud and Ne...",
        "gross_margin": "44.21%",
        "health_score": null,
        "market_cap": "$72.48B",
        "name": "Nokia Oyj",
        "net_margin": "1.93%",
        "pe_ratio": "78.09",
        "revenue_growth_qoq": "-26.6%",
        "revenue_growth_yoy": "2.44%",
        "revenue_scale": "$20.00B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nok/",
        "ticker": "NOK",
        "timestamp": "2026-07-06T13:42:25.397276+00:00",
        "valuation_score": null
      },
      "source_id": "E1405",
      "source_type": "fundamentals",
      "ticker": "NOK",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:25.397276+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nok/"
    },
    {
      "claim": "KLAC fundamentals snapshot: PE 6.59; market cap/assets $30.77B; 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 70.05 / 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": "70.05",
        "market_cap": "$30.77B",
        "name": "KLA Corporation",
        "net_margin": "35.17%",
        "pe_ratio": "6.59",
        "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/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/",
        "ticker": "KLAC",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1406",
      "source_type": "fundamentals",
      "ticker": "KLAC",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/"
    },
    {
      "claim": "TJX fundamentals snapshot: PE 29.44; market cap/assets $170.47B; revenue scale $61.58B; revenue QoQ -19.28%; revenue YoY 8.06%; gross margin 31.28%; net margin 9.30%; ROIC 21.11%; engine score health 66.56 / valuation 25.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "The TJX Companies, Inc., together with its subsidiaries, operates as an off-price apparel and home fashions retailer worldwide. It operates through four segments: Marmaxx, HomeGoods, TJX Canada, and TJX International. The company provides family apparel comprising footwear; acce...",
        "gross_margin": "31.28%",
        "health_score": "66.56",
        "market_cap": "$170.47B",
        "name": "The TJX Companies, Inc.",
        "net_margin": "9.30%",
        "pe_ratio": "29.44",
        "revenue_growth_qoq": "-19.28%",
        "revenue_growth_yoy": "8.06%",
        "revenue_scale": "$61.58B",
        "roic": "21.11%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tjx/",
        "ticker": "TJX",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "source_id": "E1407",
      "source_type": "fundamentals",
      "ticker": "TJX",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tjx/"
    },
    {
      "claim": "PANW fundamentals snapshot: PE 335.75; market cap/assets $282.97B; revenue scale $10.61B; revenue QoQ 15.73%; revenue YoY 19.51%; gross margin 67.55%; net margin -5.90%; ROIC 2.21%; engine score health 53.57 / valuation 15.38.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Palo Alto Networks, Inc. provides cybersecurity solutions in the Americas, Europe, the Middle East, Africa, the Asia Pacific, and Japan. It offers Prisma Access, a secure access service edge solution; Strata Cloud Manager, a network security management solution; and Prisma AIRS...",
        "gross_margin": "67.55%",
        "health_score": "53.57",
        "market_cap": "$282.97B",
        "name": "Palo Alto Networks, Inc.",
        "net_margin": "-5.90%",
        "pe_ratio": "335.75",
        "revenue_growth_qoq": "15.73%",
        "revenue_growth_yoy": "19.51%",
        "revenue_scale": "$10.61B",
        "roic": "2.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/",
        "ticker": "PANW",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "source_id": "E1408",
      "source_type": "fundamentals",
      "ticker": "PANW",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/"
    },
    {
      "claim": "JNJ fundamentals snapshot: PE 30.46; market cap/assets $620.28B; revenue scale $96.36B; revenue QoQ -2.04%; revenue YoY 7.87%; gross margin 71.49%; net margin 21.76%; ROIC 12.89%; engine score health 61.43 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Johnson & Johnson, together with its subsidiaries, engages in the research and development, manufacture, and sale of a range of products in the healthcare field worldwide. It operates in two segments, Innovative Medicine and MedTech. The Innovative Medicine segment offers produc...",
        "gross_margin": "71.49%",
        "health_score": "61.43",
        "market_cap": "$620.28B",
        "name": "Johnson & Johnson",
        "net_margin": "21.76%",
        "pe_ratio": "30.46",
        "revenue_growth_qoq": "-2.04%",
        "revenue_growth_yoy": "7.87%",
        "revenue_scale": "$96.36B",
        "roic": "12.89%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/jnj/",
        "ticker": "JNJ",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1409",
      "source_type": "fundamentals",
      "ticker": "JNJ",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/jnj/"
    },
    {
      "claim": "ABBV fundamentals snapshot: PE 128.60; market cap/assets $455.37B; revenue scale $62.82B; revenue QoQ -9.72%; revenue YoY 9.50%; gross margin 71.88%; net margin 4.66%; ROIC 12.71%; engine score health 67.27 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AbbVie Inc., a research-based biopharmaceutical company, engages in the research and development, manufacturing, commercializing, and sale of medicines and therapies worldwide. The company offers Skyrizi to treat autoimmune diseases; Rinvoq to treat inflammatory diseases; Imbruv...",
        "gross_margin": "71.88%",
        "health_score": "67.27",
        "market_cap": "$455.37B",
        "name": "AbbVie Inc.",
        "net_margin": "4.66%",
        "pe_ratio": "128.60",
        "revenue_growth_qoq": "-9.72%",
        "revenue_growth_yoy": "9.50%",
        "revenue_scale": "$62.82B",
        "roic": "12.71%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/abbv/",
        "ticker": "ABBV",
        "timestamp": "2026-06-11T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1410",
      "source_type": "fundamentals",
      "ticker": "ABBV",
      "tier": 2,
      "timestamp": "2026-06-11T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/abbv/"
    },
    {
      "claim": "CSGP fundamentals snapshot: PE 484.22; market cap/assets $12.25B; revenue scale $3.41B; revenue QoQ -0.33%; revenue YoY 21.33%; gross margin 78.15%; net margin 0.33%; ROIC -0.25%; engine score health 58.89 / valuation 33.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CoStar Group, Inc. is a listed company; detailed business profile was not available from the current fundamentals source.",
        "gross_margin": "78.15%",
        "health_score": "58.89",
        "market_cap": "$12.25B",
        "name": "CoStar Group, Inc.",
        "net_margin": "0.33%",
        "pe_ratio": "484.22",
        "revenue_growth_qoq": "-0.33%",
        "revenue_growth_yoy": "21.33%",
        "revenue_scale": "$3.41B",
        "roic": "-0.25%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:not-found://fundamentals",
        "ticker": "CSGP",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E1411",
      "source_type": "fundamentals",
      "ticker": "CSGP",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:not-found://fundamentals"
    },
    {
      "claim": "SPY fundamentals snapshot: PE 412.91; market cap/assets $783.07B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.84,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "etf",
        "business_summary": "The State Street SPDR S&P 500 ETF (SPY) is an exchange-traded fund that is based on the S&P 500 index. The fund tracks a market cap-weighted index of US large- and mid-cap stocks selected by the S&P Committee. SPY was launched on Jan 22, 1993 and is issued by State Street.",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$783.07B",
        "name": "SPDR S&P 500 ETF",
        "net_margin": null,
        "pe_ratio": "412.91",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "https://stockanalysis.com/etf/spy/",
        "ticker": "SPY",
        "timestamp": "2026-07-06T13:42:32.385513+00:00",
        "valuation_score": null
      },
      "source_id": "E1412",
      "source_type": "fundamentals",
      "ticker": "SPY",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:32.385513+00:00",
      "url_or_provider_ref": "https://stockanalysis.com/etf/spy/"
    },
    {
      "claim": "CRDO fundamentals snapshot: PE 108.35; market cap/assets $35.70B; revenue scale $1.34B; revenue QoQ +7.4%; revenue YoY 157.02%; gross margin 68.21%; net margin 38.70%; ROIC 30.49%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Credo Technology Group Holding Ltd provides various high-speed connectivity solutions for optical and electrical Ethernet and PCIe applications in the United States, Taiwan, Mainland China, Hong Kong, and other international markets. The company offers ZeroFlap (ZF) active elect...",
        "gross_margin": "68.21%",
        "health_score": null,
        "market_cap": "$35.70B",
        "name": "Credo Technology Group Holding Ltd",
        "net_margin": "38.70%",
        "pe_ratio": "108.35",
        "revenue_growth_qoq": "+7.4%",
        "revenue_growth_yoy": "157.02%",
        "revenue_scale": "$1.34B",
        "roic": "30.49%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crdo/",
        "ticker": "CRDO",
        "timestamp": "2026-07-06T13:42:28.824955+00:00",
        "valuation_score": null
      },
      "source_id": "E1413",
      "source_type": "fundamentals",
      "ticker": "CRDO",
      "tier": 2,
      "timestamp": "2026-07-06T13:42:28.824955+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260703-224402-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crdo/"
    }
  ],
  "generated_at": "2026-07-06T13:42:38.084319+00:00",
  "market_regime": "Risk-on tape with credit support; favor fresh catalysts over extended momentum.",
  "metadata": {
    "activation_score_weights": {
      "catalyst_quality": 30,
      "price_action": 30,
      "tradability": 10,
      "volume_confirmation": 30
    },
    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
    "attention_grade_policy": "ranked_activation_score",
    "attention_grade_targets": {
      "A": 10,
      "B": 15,
      "S": 5
    },
    "candidate_count_before_card_cap": 150,
    "fundamentals_provider": "ProductionDbFundamentalsProvider",
    "locale": "zh",
    "market_data_provider": "YahooChartMarketDataProvider",
    "news_provider": "CompositeNewsProvider",
    "provider": "yahoo",
    "quote_refresh_seconds": 600,
    "quotes_provider": "YahooRealtimeQuoteProvider",
    "universe": "eligible_5b",
    "universe_size": 1119,
    "quotes_updated_at": "2026-07-06T13:42:40.205177+00:00"
  },
  "session": "premarket"
}