{
  "cards": [
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "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": "SEC 4 filing: 4 2026-06-01",
      "evidence_summary": "INTC moved +8.6% in the latest session, +8.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0618.",
      "facts": [
        {
          "claim": "INTC moved +8.6% in the latest session, +8.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0024",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-01",
          "source_id": "E0618",
          "timestamp": "2026-06-02T16:21:40+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-30",
          "source_id": "E0619",
          "timestamp": "2026-06-02T16:18:18+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-29",
          "source_id": "E0620",
          "timestamp": "2026-06-02T16:15:43+00:00"
        },
        {
          "claim": "Intel Sparks AI Shockwave With New Chips and Mega Partnerships",
          "source_id": "E0621",
          "timestamp": "2026-06-03T12:30:21+00:00"
        },
        {
          "claim": "Intel's new AI chip skips the costly memory Nvidia relies on",
          "source_id": "E0622",
          "timestamp": "2026-06-03T11:03:00+00:00"
        },
        {
          "claim": "Intel’s new CEO cut management layers in half. The stock is up nearly 500%",
          "source_id": "E0623",
          "timestamp": "2026-06-03T07:00:00+00:00"
        },
        {
          "claim": "Intel (INTC) Valuation Check After Sharp One Year Surge And Conflicting Fair Value Signals",
          "source_id": "E0624",
          "timestamp": "2026-06-03T04:30:31+00:00"
        },
        {
          "claim": "NVIDIA vs. Intel: Which AI Chip Stock Should Retirement Investors Own?",
          "source_id": "E0625",
          "timestamp": "2026-06-02T21:15:01+00:00"
        },
        {
          "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $542.13B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%.",
          "source_id": "E1862",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "market_cap": "$542.13B",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +8.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 107.93 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": "INTC",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 117.15,
        "previous_close": 107.93,
        "change": 9.219999999999999,
        "change_pct": 0.08542573890484562,
        "change_5d_pct": -0.03794035288190556,
        "change_20d_pct": 0.0832177378376413,
        "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",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 63,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0024",
        "E0618",
        "E0619",
        "E0620",
        "E0621",
        "E0622",
        "E0623",
        "E0624",
        "E0625",
        "E1862"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "INTC",
      "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：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Stock Market Today: Dow Falls Amid Latest Trump Comments On Iran Nukes; AI Stock Marvell Soars (Live Coverage)",
      "evidence_summary": "MRVL moved +5.7% in the latest session, +5.9% relative to benchmark, with volume at 0.7x its 20-day average. Reliable catalyst source: E0827.",
      "facts": [
        {
          "claim": "MRVL moved +5.7% in the latest session, +5.9% relative to benchmark, with volume at 0.7x its 20-day average.",
          "source_id": "E0063",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Stock Market Today: Dow Falls Amid Latest Trump Comments On Iran Nukes; AI Stock Marvell Soars (Live Coverage)",
          "source_id": "E0827",
          "timestamp": "2026-06-03T12:49:08+00:00"
        },
        {
          "claim": "Jim Cramer Issues Stark Warning on Marvell's Trillion-Dollar Call",
          "source_id": "E0828",
          "timestamp": "2026-06-03T12:30:58+00:00"
        },
        {
          "claim": "Marvell Stock Surges Again. Watch for This Next Big Catalyst.",
          "source_id": "E0829",
          "timestamp": "2026-06-03T12:20:00+00:00"
        },
        {
          "claim": "Marvell extends rally as Stifel lifts target following Nvidia CEO endorsement",
          "source_id": "E0830",
          "timestamp": "2026-06-03T12:14:17+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 100.68; market cap/assets $254.38B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%.",
          "source_id": "E1863",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "market_cap": "$254.38B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "100.68",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 290.79 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": "MRVL",
        "timestamp": "2026-06-03T13:41:37+00:00",
        "price": 307.9,
        "previous_close": 290.79,
        "change": 17.109999999999957,
        "change_pct": 0.05883971250730746,
        "change_5d_pct": 0.5495722432255621,
        "change_20d_pct": 0.8245925925925925,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "gap_fade",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 1,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 9
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0063",
        "E0827",
        "E0828",
        "E0829",
        "E0830",
        "E1863"
      ],
      "stage": "late",
      "theme": "geopolitical risk",
      "ticker": "MRVL",
      "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：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": "SEC 4 filing: 4 2026-05-29",
      "evidence_summary": "AMD moved +4.2% in the latest session, +4.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0605.",
      "facts": [
        {
          "claim": "AMD moved +4.2% in the latest session, +4.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0022",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-29",
          "source_id": "E0605",
          "timestamp": "2026-06-02T18:00:11+00:00"
        },
        {
          "claim": "AMD: The Case Has Changed, Time To Be Bullish (Rating Upgrade)",
          "source_id": "E0606",
          "timestamp": "2026-06-03T04:42:25+00:00"
        },
        {
          "claim": "Intel Sets Sights on Nvidia and AMD With Upcoming AI Data Center Chip Launch by Year End",
          "source_id": "E0607",
          "timestamp": "2026-06-02T19:29:52+00:00"
        },
        {
          "claim": "AMD CFO Says Agentic AI Is Driving 'Tremendous' CPU Demand, Reaffirms $120B Market Opportunity",
          "source_id": "E0608",
          "timestamp": "2026-06-03T12:44:14+00:00"
        },
        {
          "claim": "AMD Helios Rack Platform Puts AI Data Center Ambitions Against Nvidia",
          "source_id": "E0609",
          "timestamp": "2026-06-03T03:09:32+00:00"
        },
        {
          "claim": "Advanced Micro Devices Sees Agentic AI Doubling CPU Opportunity as MI450 Nears",
          "source_id": "E0610",
          "timestamp": "2026-06-02T21:04:34+00:00"
        },
        {
          "claim": "NVIDIA vs. AMD: Which AI Chip Belongs in Your Retirement Portfolio?",
          "source_id": "E0611",
          "timestamp": "2026-06-03T13:00:13+00:00"
        },
        {
          "claim": "AMD Helios Rack Platform Puts AI Data Center Ambitions Against Nvidia",
          "source_id": "E0609",
          "timestamp": "2026-06-03T03:09:32+00:00"
        },
        {
          "claim": "AMD fundamentals snapshot: PE 169.72; market cap/assets $850.11B; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%.",
          "source_id": "E1864",
          "timestamp": "2026-06-02T00:00:00+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%",
        "market_cap": "$850.11B",
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": "169.72",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/",
        "ticker": "AMD",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +4.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 521.54 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "AMD",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 543.09,
        "previous_close": 521.54,
        "change": 21.550000000000068,
        "change_pct": 0.04131993710933024,
        "change_5d_pct": 0.0959559079693717,
        "change_20d_pct": 0.5287113243010149,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 57,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0022",
        "E0605",
        "E0606",
        "E0607",
        "E0608",
        "E0609",
        "E0610",
        "E0611",
        "E0609",
        "E1864"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AMD",
      "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：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 2026-06-01",
      "evidence_summary": "PANW moved -6.4% in the latest session, -6.2% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0859.",
      "facts": [
        {
          "claim": "PANW moved -6.4% in the latest session, -6.2% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0073",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-01",
          "source_id": "E0859",
          "timestamp": "2026-06-02T17:00:07+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-01",
          "source_id": "E0860",
          "timestamp": "2026-06-02T17:00:02+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-02",
          "source_id": "E0861",
          "timestamp": "2026-06-02T16:08:29+00:00"
        },
        {
          "claim": "Palo Alto Reverses Down On Fiscal Q3 Earnings Amid Acquisitions",
          "source_id": "E0862",
          "timestamp": "2026-06-03T13:16:07+00:00"
        },
        {
          "claim": "Oppenheimer Adjusts PT on Palo Alto Networks to $350 From $275, Maintains Outperform Rating",
          "source_id": "E0863",
          "timestamp": "2026-06-03T12:59:45+00:00"
        },
        {
          "claim": "RBC Capital Adjusts PT on Palo Alto Networks to $330 From $255, Maintains Outperform Rating",
          "source_id": "E0864",
          "timestamp": "2026-06-03T12:43:20+00:00"
        },
        {
          "claim": "Palo Alto Networks Just Had a Monster Quarter. So Why Is Wall Street Nervous?",
          "source_id": "E0865",
          "timestamp": "2026-06-03T12:36:39+00:00"
        },
        {
          "claim": "PANW fundamentals snapshot: PE 247.89; market cap/assets $208.92B; revenue scale $10.61B; revenue QoQ 15.73%; revenue YoY 19.51%; gross margin 67.55%; net margin -5.90%; ROIC 2.21%.",
          "source_id": "E1865",
          "timestamp": "2026-06-02T00:00:00+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%",
        "market_cap": "$208.92B",
        "name": "Palo Alto Networks, Inc.",
        "net_margin": "-5.90%",
        "pe_ratio": "247.89",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/",
        "ticker": "PANW",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -6.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 297.18 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "PANW",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 278.49,
        "previous_close": 297.18,
        "change": -18.689999999999998,
        "change_pct": -0.06289117706440539,
        "change_5d_pct": 0.12081940931223989,
        "change_20d_pct": 0.5136971761452989,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PANW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0073",
        "E0859",
        "E0860",
        "E0861",
        "E0862",
        "E0863",
        "E0864",
        "E0865",
        "E1865"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "PANW",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "S",
      "business_summary": "业务：IBM 面向大型企业和政府客户提供混合云软件、Red Hat 生态、咨询服务、大型机系统、自动化和 AI 平台能力。行业地位：老牌企业 IT 核心供应商，优势在大型客户关系、关键系统和混合云咨询，变量是软件增长、AI 订单和咨询需求。",
      "core_catalyst": "IBM Stock Hits 52-Week High — Citi Raises Price Target To $375 On Quantum Push, Says Stock Is ‘Misunderstood’",
      "evidence_summary": "IBM moved -6.2% in the latest session, -5.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0720.",
      "facts": [
        {
          "claim": "IBM moved -6.2% in the latest session, -5.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0042",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "IBM Stock Hits 52-Week High — Citi Raises Price Target To $375 On Quantum Push, Says Stock Is ‘Misunderstood’",
          "source_id": "E0720",
          "timestamp": "2026-06-02T22:16:01+00:00"
        },
        {
          "claim": "IBM Launches Global AI Builders Challenge With IBM Bob for University Students, Expanding Availability of IBM Bob to 20,000 Post-Secondary Institutions Worldwide",
          "source_id": "E0721",
          "timestamp": "2026-06-03T13:30:00+00:00"
        },
        {
          "claim": "Citigroup Adjusts Price Target on IBM to $375 From $285, Maintains Buy Rating",
          "source_id": "E0722",
          "timestamp": "2026-06-03T09:21:45+00:00"
        },
        {
          "claim": "IBM CEO sends strong message on quantum computing",
          "source_id": "E0723",
          "timestamp": "2026-06-03T02:47:00+00:00"
        },
        {
          "claim": "Is It Too Late To Consider IBM (IBM) After Its Recent Share Price Surge?",
          "source_id": "E0724",
          "timestamp": "2026-06-03T02:09:13+00:00"
        },
        {
          "claim": "IBM (IBM) Laps the Stock Market: Here's Why",
          "source_id": "E0725",
          "timestamp": "2026-06-02T21:45:03+00:00"
        },
        {
          "claim": "i-Rays Showcases New Approaches to Combat High Impact, Low Probability (HILP) Events in IBM i Environments",
          "source_id": "E0726",
          "timestamp": "2026-06-03T12:00:00+00:00"
        },
        {
          "claim": "IBM CEO sends strong message on quantum computing",
          "source_id": "E0723",
          "timestamp": "2026-06-03T02:47:00+00:00"
        },
        {
          "claim": "IBM fundamentals snapshot: PE 28.77; market cap/assets $309.44B; revenue scale $68.91B; revenue QoQ -19.15%; revenue YoY 9.68%; gross margin 56.23%; net margin 7.64%; ROIC 7.21%.",
          "source_id": "E1866",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "56.23%",
        "market_cap": "$309.44B",
        "name": "International Business Machines Corporation",
        "net_margin": "7.64%",
        "pe_ratio": "28.77",
        "revenue_growth_qoq": "-19.15%",
        "revenue_growth_yoy": "9.68%",
        "revenue_scale": "$68.91B",
        "roic": "7.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "IBM",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -5.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 329.23 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": "IBM",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 309.01,
        "previous_close": 329.54,
        "change": -20.53000000000003,
        "change_pct": -0.06229896218971909,
        "change_5d_pct": 0.21085424645467832,
        "change_20d_pct": 0.3492119008295296,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IBM?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_new_product",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0042",
        "E0720",
        "E0721",
        "E0722",
        "E0723",
        "E0724",
        "E0725",
        "E0726",
        "E0723",
        "E1866"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "IBM",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：西部数据生产 HDD、NAND 闪存、SSD、存储卡、U 盘、嵌入式闪存和外置存储设备，服务云数据中心、企业服务器、PC、游戏主机、智能手机、工业设备和消费电子渠道。收入来自硬盘出货、闪存产品、企业 SSD、品牌零售存储和 OEM 客户采购，关键客户包括云服务商、设备制造商、企业 IT 部门和零售渠道。行业地位：西部数据在 HDD 和 NAND 闪存两条存储链上都有重要地位，业务表现高度受存储周期影响。影响经营和股价的变量包括 NAND 价格周期、云客户近线硬盘需求、AI 数据中心存储扩张、库存去化、技术节点转换、与铠侠相关的产业结构变化、资本开支纪律以及 HDD 和 SSD 的替代关系。",
      "core_catalyst": "SEC 4 filing: 4 2026-06-01",
      "evidence_summary": "WDC moved +5.2% in the latest session, +5.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0806.",
      "facts": [
        {
          "claim": "WDC moved +5.2% in the latest session, +5.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0059",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-01",
          "source_id": "E0806",
          "timestamp": "2026-06-02T17:17:45+00:00"
        },
        {
          "claim": "Zacks Industry Outlook Highlights Western Digital, Sandisk and Netlist",
          "source_id": "E0807",
          "timestamp": "2026-06-03T08:11:00+00:00"
        },
        {
          "claim": "Western Digital: Not Worth 20x P/E Adjusting For The Sandisk Stake",
          "source_id": "E0808",
          "timestamp": "2026-06-03T03:35:33+00:00"
        },
        {
          "claim": "Western Digital: Strong Margins, AI Story Intact",
          "source_id": "E0809",
          "timestamp": "2026-06-03T00:47:19+00:00"
        },
        {
          "claim": "Zacks Industry Outlook Highlights Western Digital, Sandisk and Netlist",
          "source_id": "E0807",
          "timestamp": "2026-06-03T08:11:00+00:00"
        },
        {
          "claim": "Citigroup Adjusts Price Target on Western Digital to $685 From $500, Maintains Buy Rating",
          "source_id": "E0810",
          "timestamp": "2026-06-02T10:38:35+00:00"
        },
        {
          "claim": "Western Digital Links Quantum Secure Drives And AI Board Expertise",
          "source_id": "E0811",
          "timestamp": "2026-06-01T23:11:46+00:00"
        },
        {
          "claim": "Western Digital Corporation (WDC) Presents at Bank of America 2026 Global Technology Conference Transcript",
          "source_id": "E0812",
          "timestamp": "2026-06-02T13:51:53+00:00"
        },
        {
          "claim": "WDC fundamentals snapshot: PE 29.95; market cap/assets $194.27B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%.",
          "source_id": "E1867",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "market_cap": "$194.27B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "29.95",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +5.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 563.10 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": "2026-06-03T13:41:42+00:00",
        "price": 593.5,
        "previous_close": 563.1,
        "change": 30.399999999999977,
        "change_pct": 0.05398685846208484,
        "change_5d_pct": 0.118545094813852,
        "change_20d_pct": 0.27563080329851686,
        "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",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_mna",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 54,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0059",
        "E0806",
        "E0807",
        "E0808",
        "E0809",
        "E0807",
        "E0810",
        "E0811",
        "E0812",
        "E1867"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "WDC",
      "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：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": "Credo Delivers Blowout Earnings --  The Stock Is Rising on AI Expectations",
      "evidence_summary": "CRDO moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1206.",
      "facts": [
        {
          "claim": "CRDO moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0202",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Credo Delivers Blowout Earnings --  The Stock Is Rising on AI Expectations",
          "source_id": "E1206",
          "timestamp": "2026-06-03T11:55:33+00:00"
        },
        {
          "claim": "CRDO Q4 Earnings Call Flags Optical Ramp as Next Leg",
          "source_id": "E1207",
          "timestamp": "2026-06-03T09:04:00+00:00"
        },
        {
          "claim": "Zacks.com featured highlights include Micron, Credo and Teradyne",
          "source_id": "E1208",
          "timestamp": "2026-06-03T08:36:00+00:00"
        },
        {
          "claim": "Is It Too Late To Consider Credo Technology Group Holding (CRDO) After Its 1-Year Surge?",
          "source_id": "E1209",
          "timestamp": "2026-06-02T23:09:26+00:00"
        },
        {
          "claim": "CRDO fundamentals snapshot: PE 83.82; 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": "E1868",
          "timestamp": "2026-06-03T13:41:24.485491+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 internationally. It provides HiWire active electrical cables solutions, i...",
        "gross_margin": "68.21%",
        "market_cap": "$35.70B",
        "name": "Credo Technology Group Holding Ltd",
        "net_margin": "38.70%",
        "pe_ratio": "83.82",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crdo/",
        "ticker": "CRDO",
        "timestamp": "2026-06-03T13:41:24.485491+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 229.00 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": "CRDO",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 211.715,
        "previous_close": 229.0,
        "change": -17.284999999999997,
        "change_pct": -0.07548034934497816,
        "change_5d_pct": -0.043009519103627714,
        "change_20d_pct": 0.09373865779417678,
        "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",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 53,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0202",
        "E1206",
        "E1207",
        "E1208",
        "E1209",
        "E1868"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "CRDO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Bloom Energy 为数据中心、制造厂、医院、公用事业和大型商业设施提供固体氧化物燃料电池发电系统，用于在客户侧实现高可用电力供应，同时销售基于相近技术路线的电解制氢设备。收入来自设备销售、长期服务协议、系统升级和部分项目型能源解决方案。关键产品是 Bloom Energy Server、Bloom Electrolyzer 以及围绕微网和高可靠供电的集成方案。行业地位：Bloom Energy 在高可靠分布式供电和固体氧化物路线里知名度很高，尤其受数据中心和高电力密度场景关注。竞争对手包括 FuelCell Energy、传统柴油或燃气备电系统、微型燃机和公用电网替代方案，关键经营变量是天然气与电价比、设备寿命、服务成本、政策补贴和大客户项目落地节奏。",
      "core_catalyst": "Analyst Report: Bloom Energy Corporation",
      "evidence_summary": "BE moved -4.7% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1026.",
      "facts": [
        {
          "claim": "BE moved -4.7% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0128",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Analyst Report: Bloom Energy Corporation",
          "source_id": "E1026",
          "timestamp": "2026-06-02T22:59:43+00:00"
        },
        {
          "claim": "Sector Update: Energy Stocks Rise Late Afternoon",
          "source_id": "E1027",
          "timestamp": "2026-06-02T19:52:54+00:00"
        },
        {
          "claim": "Sector Update: Energy Stocks Rise Tuesday Afternoon",
          "source_id": "E1028",
          "timestamp": "2026-06-02T17:56:47+00:00"
        },
        {
          "claim": "Sector Update: Energy Stocks Decline Premarket Tuesday",
          "source_id": "E1029",
          "timestamp": "2026-06-02T13:23:36+00:00"
        },
        {
          "claim": "BE fundamentals snapshot: PE 12048.78; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC 4.46%.",
          "source_id": "E1869",
          "timestamp": "2026-06-03T13:41:24.489097+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "12048.78",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": "4.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-06-03T13:41:24.489097+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 302.85 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": "BE",
        "timestamp": "2026-06-03T13:41:40+00:00",
        "price": 287.67,
        "previous_close": 303.1,
        "change": -15.430000000000007,
        "change_pct": -0.05090729132299576,
        "change_5d_pct": -0.020864493014507324,
        "change_20d_pct": -0.025673158340389413,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0128",
        "E1026",
        "E1027",
        "E1028",
        "E1029",
        "E1869"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "BE",
      "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：GameStop主要经营垂直品类零售、电商平台、专业门店或Marketplace业务，覆盖汽车配件、宠物、运动、家居、消费电子等场景。行业地位：GameStop是专业零售赛道的重要参与者，可比/竞争公司包括拼多多、MercadoLibre、Sea、eBay。关键变量主要是品类景气、平台补贴、库存周转、履约成本、客流/流量、广告变现和消费者可选支出。",
      "core_catalyst": "GameStop Jumps 10% on Record Profit, $2 Billion Buyback as eBay Bid Battle Intensifies",
      "evidence_summary": "GME moved +8.6% in the latest session, +8.8% relative to benchmark, with volume at 0.7x its 20-day average. Reliable catalyst source: E1675.",
      "facts": [
        {
          "claim": "GME moved +8.6% in the latest session, +8.8% relative to benchmark, with volume at 0.7x its 20-day average.",
          "source_id": "E0410",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "GameStop Jumps 10% on Record Profit, $2 Billion Buyback as eBay Bid Battle Intensifies",
          "source_id": "E1675",
          "timestamp": "2026-06-03T13:23:08+00:00"
        },
        {
          "claim": "GME Stock Has Been Consolidating Between $20.2 And $26.9 This Year – Here’s What Retail Expects After Q1 Earnings Beat, Buyback",
          "source_id": "E1676",
          "timestamp": "2026-06-03T13:07:59+00:00"
        },
        {
          "claim": "GameStop Q1 2026 earnings: record profit, $2 billion buyback",
          "source_id": "E1677",
          "timestamp": "2026-06-03T11:54:57+00:00"
        },
        {
          "claim": "Stocks to Watch: KKR, GameStop, GitLab, Macy’s",
          "source_id": "E1678",
          "timestamp": "2026-06-03T11:26:53+00:00"
        },
        {
          "claim": "GME fundamentals snapshot: PE 16.98; market cap/assets $10.86B; revenue scale $3.73B; revenue QoQ -24.3%; revenue YoY 14.05%; gross margin 40.74%; net margin 46.64%; ROIC 13.13%.",
          "source_id": "E1870",
          "timestamp": "2026-06-03T13:41:26.698230+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "GameStop Corp., a specialty retailer, provides games, collectibles, and entertainment products through its stores and e-commerce platforms in United States, Australia and Europe. The company sells new and pre-owned gaming platforms; accessories, such as controllers, gaming heads...",
        "gross_margin": "40.74%",
        "market_cap": "$10.86B",
        "name": "GameStop Corp.",
        "net_margin": "46.64%",
        "pe_ratio": "16.98",
        "revenue_growth_qoq": "-24.3%",
        "revenue_growth_yoy": "14.05%",
        "revenue_scale": "$3.73B",
        "roic": "13.13%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gme/",
        "ticker": "GME",
        "timestamp": "2026-06-03T13:41:26.698230+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 20.92 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": "GME",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 22.84,
        "previous_close": 20.93,
        "change": 1.9100000000000001,
        "change_pct": 0.09125656951743899,
        "change_5d_pct": 0.05350552022581323,
        "change_20d_pct": -0.057366882727891144,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GME?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0410",
        "E1675",
        "E1676",
        "E1677",
        "E1678",
        "E1870"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "GME",
      "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：Ulta Beauty主要经营美妆零售门店和电商平台，覆盖化妆品、护肤、香水、美发和沙龙服务。行业地位：Ulta Beauty是专业零售赛道的重要公司，可比/竞争公司包括拼多多、MercadoLibre、Sea、eBay。关键变量主要是品类景气、平台补贴、库存周转、履约成本、客流/流量、广告变现和消费者可选支出。",
      "core_catalyst": "SEC 10-Q filing: 10-Q 2026-05-02",
      "evidence_summary": "ULTA moved -5.2% in the latest session, -5.0% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1394.",
      "facts": [
        {
          "claim": "ULTA moved -5.2% in the latest session, -5.0% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0271",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-05-02",
          "source_id": "E1394",
          "timestamp": "2026-06-02T16:19:33+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-02",
          "source_id": "E1395",
          "timestamp": "2026-06-02T16:06:38+00:00"
        },
        {
          "claim": "Ulta Beauty (ULTA) Q1 2026 Earnings Transcript",
          "source_id": "E1396",
          "timestamp": "2026-06-03T13:16:27+00:00"
        },
        {
          "claim": "Ulta Beauty posts Q1 2026 earnings beat, raises profit forecast",
          "source_id": "E1397",
          "timestamp": "2026-06-03T12:08:43+00:00"
        },
        {
          "claim": "Citigroup Adjusts Price Target on Ulta Beauty to $560 From $600, Maintains Neutral Rating",
          "source_id": "E1398",
          "timestamp": "2026-06-03T12:00:18+00:00"
        },
        {
          "claim": "Klarna and Ulta Beauty Partner to Bring Flexible Payments to U.S. Beauty Shoppers",
          "source_id": "E1399",
          "timestamp": "2026-06-03T13:00:00+00:00"
        },
        {
          "claim": "ULTA fundamentals snapshot: PE 18.00; market cap/assets $21.40B; revenue scale $12.71B; revenue QoQ -18.84%; revenue YoY 11.30%; gross margin 40.07%; net margin 10.76%; ROIC 23.11%.",
          "source_id": "E1871",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Ulta Beauty, Inc. operates as a specialty beauty retailer in the United States, Mexico, and Kuwait. The company offers branded and private label beauty products, including cosmetics, fragrance, haircare, skincare, bath and body products, professional hair products, and salon sty...",
        "gross_margin": "40.07%",
        "market_cap": "$21.40B",
        "name": "Ulta Beauty, Inc.",
        "net_margin": "10.76%",
        "pe_ratio": "18.00",
        "revenue_growth_qoq": "-18.84%",
        "revenue_growth_yoy": "11.30%",
        "revenue_scale": "$12.71B",
        "roic": "23.11%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ulta/",
        "ticker": "ULTA",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -5.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 494.87 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": "ULTA",
        "timestamp": "2026-06-03T13:41:40+00:00",
        "price": 471.105,
        "previous_close": 494.87,
        "change": -23.764999999999986,
        "change_pct": -0.04802271303574679,
        "change_5d_pct": -0.0714398456045755,
        "change_20d_pct": -0.1153456630004085,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ULTA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "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": 1,
        "expectation_gap": 4,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0271",
        "E1394",
        "E1395",
        "E1396",
        "E1397",
        "E1398",
        "E1399",
        "E1871"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "ULTA",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：向芯片公司、手机厂商、云计算公司、汽车电子和IoT客户授权Arm CPU架构、Cortex核心、Mali图形、Ethos AI加速、互连、系统IP、物理IP、软件工具和Compute Subsystems；收入来自前期授权费、技术访问订阅和客户芯片出货后的版税；Arm本身不生产芯片，依靠生态伙伴完成SoC设计和制造。行业地位：移动处理器事实标准，并向数据中心、汽车和边缘AI扩张。关键变量包括智能手机出货、Armv9和高版税IP渗透率、云服务器采用、汽车电子设计定点、RISC-V竞争、客户集中度、Arm China治理和授权定价能力。",
      "core_catalyst": "Arm's $15 Billion AI Chip Target May Arrive Early",
      "evidence_summary": "ARM moved -4.2% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0715.",
      "facts": [
        {
          "claim": "ARM moved -4.2% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0041",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Arm's $15 Billion AI Chip Target May Arrive Early",
          "source_id": "E0715",
          "timestamp": "2026-06-02T19:21:43+00:00"
        },
        {
          "claim": "FTC Probe Puts Arm Licensing Model And AI Growth Story Under Review",
          "source_id": "E0716",
          "timestamp": "2026-06-03T13:14:05+00:00"
        },
        {
          "claim": "Arm's $15 Billion AI Chip Target May Arrive Early",
          "source_id": "E0715",
          "timestamp": "2026-06-02T19:21:43+00:00"
        },
        {
          "claim": "Arm vs. NVIDIA: Which Semiconductor Stock Belongs in Your 10-Year Portfolio?",
          "source_id": "E0717",
          "timestamp": "2026-06-03T11:30:25+00:00"
        },
        {
          "claim": "Why Arm Stock Skyrocketed 68% in May",
          "source_id": "E0718",
          "timestamp": "2026-06-03T10:20:00+00:00"
        },
        {
          "claim": "Arm Names ByteDance, Oracle as AI CPU Customers",
          "source_id": "E0719",
          "timestamp": "2026-06-02T14:59:12+00:00"
        },
        {
          "claim": "Arm vs. NVIDIA: Which Semiconductor Stock Belongs in Your 10-Year Portfolio?",
          "source_id": "E0717",
          "timestamp": "2026-06-03T11:30:25+00:00"
        },
        {
          "claim": "Why Arm Stock Skyrocketed 68% in May",
          "source_id": "E0718",
          "timestamp": "2026-06-03T10:20:00+00:00"
        },
        {
          "claim": "ARM fundamentals snapshot: PE 474.01; market cap/assets $428.51B; revenue scale $4.92B; revenue QoQ 19.97%; revenue YoY 22.79%; gross margin 93.09%; net margin 21.01%; ROIC 8.42%.",
          "source_id": "E1872",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "93.09%",
        "market_cap": "$428.51B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "21.01%",
        "pe_ratio": "474.01",
        "revenue_growth_qoq": "19.97%",
        "revenue_growth_yoy": "22.79%",
        "revenue_scale": "$4.92B",
        "roic": "8.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 402.71 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": "ARM",
        "timestamp": "2026-06-03T13:41:40+00:00",
        "price": 385.36,
        "previous_close": 402.71,
        "change": -17.349999999999966,
        "change_pct": -0.04308311191676384,
        "change_5d_pct": 0.273033632446807,
        "change_20d_pct": 0.8452404077641842,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ARM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0041",
        "E0715",
        "E0716",
        "E0715",
        "E0717",
        "E0718",
        "E0719",
        "E0717",
        "E0718",
        "E1872"
      ],
      "stage": "late",
      "theme": "regulatory or policy catalyst",
      "ticker": "ARM",
      "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：Blackstone主要经营另类资产管理，覆盖私募股权、地产、信贷、基础设施和保险资本。行业地位：Blackstone是资产管理赛道的超核心公司，可比/竞争公司包括Brookfield、KKR、纽约梅隆银行、State Street。关键变量主要是AUM增长、市场表现、募资周期、费率压力、投资业绩、赎回和利率。",
      "core_catalyst": "SEC 4 filing: 4 2026-05-28",
      "evidence_summary": "BX moved -4.3% in the latest session, -4.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0831.",
      "facts": [
        {
          "claim": "BX moved -4.3% in the latest session, -4.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0064",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-28",
          "source_id": "E0831",
          "timestamp": "2026-06-01T20:15:08+00:00"
        },
        {
          "claim": "Blackstone Secures Deal to Provide Nippon Life Insurance With Investment Management Services",
          "source_id": "E0832",
          "timestamp": "2026-06-03T09:07:36+00:00"
        },
        {
          "claim": "Blackstone Stock: Is BX Underperforming the Financial Sector?",
          "source_id": "E0833",
          "timestamp": "2026-06-03T01:23:28+00:00"
        },
        {
          "claim": "KKR, Blue Owl, and Blackstone Tumble. Why Private-Equity Jitters Are Back and Hitting the Stocks.",
          "source_id": "E0834",
          "timestamp": "2026-06-03T12:37:00+00:00"
        },
        {
          "claim": "Does Blackstone’s TPU Data Center Venture and Record Asia Fundraising Reshape The Bull Case For BX?",
          "source_id": "E0835",
          "timestamp": "2026-06-02T16:10:46+00:00"
        },
        {
          "claim": "BX fundamentals snapshot: PE 28.28; market cap/assets $86.36B; revenue scale $14.99B; revenue QoQ -5.92%; revenue YoY 34.26%; gross margin 98.53%; net margin 15.84%; ROIC 15.14%.",
          "source_id": "E1873",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Blackstone Inc. is an alternative asset management firm specializing in private equity, venture capital, real estate, hedge fund solutions, credit, secondary funds of funds, public debt and equity and multi-asset class strategies. The firm typically invests in early-stage, seed,...",
        "gross_margin": "98.53%",
        "market_cap": "$86.36B",
        "name": "Blackstone Inc.",
        "net_margin": "15.84%",
        "pe_ratio": "28.28",
        "revenue_growth_qoq": "-5.92%",
        "revenue_growth_yoy": "34.26%",
        "revenue_scale": "$14.99B",
        "roic": "15.14%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bx/",
        "ticker": "BX",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 114.91 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": "BX",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 110.285,
        "previous_close": 114.969,
        "change": -4.6839999999999975,
        "change_pct": -0.04074141725160696,
        "change_5d_pct": -0.0653813559322034,
        "change_20d_pct": -0.10132823579702932,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0064",
        "E0831",
        "E0832",
        "E0833",
        "E0834",
        "E0835",
        "E1873"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "BX",
      "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：KKR主要经营另类资产管理和资本市场业务，覆盖私募股权、信贷、基础设施、地产和保险资本。行业地位：KKR是资产管理赛道的核心公司，可比/竞争公司包括Blackstone、Brookfield、纽约梅隆银行、State Street。关键变量主要是AUM增长、市场表现、募资周期、费率压力、投资业绩、赎回和利率。",
      "core_catalyst": "SEC 4 filing: 4 2026-05-29",
      "evidence_summary": "KKR moved -4.6% in the latest session, -4.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0924.",
      "facts": [
        {
          "claim": "KKR moved -4.6% in the latest session, -4.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0095",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-29",
          "source_id": "E0924",
          "timestamp": "2026-06-02T16:05:53+00:00"
        },
        {
          "claim": "KKR Strikes A Multibillion-Dollar Deal As Its Industrial Strategy Advances",
          "source_id": "E0925",
          "timestamp": "2026-05-31T14:39:16+00:00"
        },
        {
          "claim": "KKR, Blue Owl, and Blackstone Tumble. Why Private-Equity Jitters Are Back and Hitting the Stocks.",
          "source_id": "E0926",
          "timestamp": "2026-06-03T12:37:00+00:00"
        },
        {
          "claim": "KKR Milan Office Opens As Italy Focus Meets Valuation Opportunity",
          "source_id": "E0927",
          "timestamp": "2026-06-02T03:11:46+00:00"
        },
        {
          "claim": "KKR fundamentals snapshot: PE 28.36; market cap/assets $84.01B; revenue scale $19.99B; revenue QoQ -27.52%; revenue YoY 32.43%; gross margin 99.49%; net margin 10.13%; ROIC 0.79%.",
          "source_id": "E1874",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "KKR & Co. Inc. is a private equity and real estate investment firm specializing in direct and fund of fund investments. It specializes in acquisitions, leveraged buyouts, management buyouts, credit special situations, growth equity, mature, mezzanine, distressed, turnaround, low...",
        "gross_margin": "99.49%",
        "market_cap": "$84.01B",
        "name": "KKR & Co. Inc.",
        "net_margin": "10.13%",
        "pe_ratio": "28.36",
        "revenue_growth_qoq": "-27.52%",
        "revenue_growth_yoy": "32.43%",
        "revenue_scale": "$19.99B",
        "roic": "0.79%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/kkr/",
        "ticker": "KKR",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 94.45 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": "KKR",
        "timestamp": "2026-06-03T13:41:36+00:00",
        "price": 90.02,
        "previous_close": 94.5,
        "change": -4.480000000000004,
        "change_pct": -0.047407407407407454,
        "change_5d_pct": -0.05272018145483082,
        "change_20d_pct": -0.11745098039215696,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/KKR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_new_product",
        "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": 12,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0095",
        "E0924",
        "E0925",
        "E0926",
        "E0927",
        "E1874"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "KKR",
      "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：甲骨文向企业和政府提供 Oracle Database、Exadata、Java、中间件、ERP、HCM、SCM、NetSuite、Cerner 医疗 IT 和 OCI 云基础设施。收入来自软件订阅、云服务、数据库许可、维护支持、硬件系统和专业服务，客户覆盖大型企业、金融、电信、政府、医疗和零售，关键资产包括数据库装机基础、企业关键系统迁移成本、OCI 数据中心和长期客户合同。行业地位：甲骨文在企业数据库和关键业务系统中拥有深厚存量，OCI 依靠数据库云化和 AI 算力需求争取增量。影响经营与股价的变量包括 OCI 增速、数据库云迁移、AI GPU 供给和云合同交付、维护收入稳定性、Cerner 整合、企业 IT 预算、客户从本地部署转云的节奏。",
      "core_catalyst": "SEC 4 filing: 4 2026-05-31",
      "evidence_summary": "ORCL moved -4.7% in the latest session, -4.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0626.",
      "facts": [
        {
          "claim": "ORCL moved -4.7% in the latest session, -4.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0025",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-31",
          "source_id": "E0626",
          "timestamp": "2026-06-02T17:48:16+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-31",
          "source_id": "E0627",
          "timestamp": "2026-06-02T17:46:04+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-31",
          "source_id": "E0628",
          "timestamp": "2026-06-02T17:43:38+00:00"
        },
        {
          "claim": "Investors Bearish on Oracle Ahead of Earnings - Unusually Heavy ORCL Put Options Trading",
          "source_id": "E0629",
          "timestamp": "2026-06-02T17:30:02+00:00"
        },
        {
          "claim": "Veteran Bank Revamps Oracle Price Target Ahead of Earnings",
          "source_id": "E0630",
          "timestamp": "2026-06-03T12:33:10+00:00"
        },
        {
          "claim": "Oracle Reshapes AI Data Centers With Clean Power And Arm Shift",
          "source_id": "E0631",
          "timestamp": "2026-06-02T22:08:09+00:00"
        },
        {
          "claim": "Oracle (ORCL) Stock Sinks As Market Gains: Here's Why",
          "source_id": "E0632",
          "timestamp": "2026-06-02T21:45:01+00:00"
        },
        {
          "claim": "Oracle Stock's Rally Vaults Larry Ellison Past Bezos to World's Third-Richest Person",
          "source_id": "E0633",
          "timestamp": "2026-06-02T19:57:12+00:00"
        },
        {
          "claim": "ORCL fundamentals snapshot: PE 43.38; market cap/assets $703.17B; revenue scale $64.08B; revenue QoQ 7.05%; revenue YoY 14.87%; gross margin 62.16%; net margin 21.65%; ROIC 8.05%.",
          "source_id": "E1875",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Oracle Corporation offers products and services that address enterprise information technology environments worldwide. Its Oracle cloud software as a service offering include various cloud software applications, including Oracle Fusion cloud enterprise resource planning ERP, Ora...",
        "gross_margin": "62.16%",
        "market_cap": "$703.17B",
        "name": "Oracle Corporation",
        "net_margin": "21.65%",
        "pe_ratio": "43.38",
        "revenue_growth_qoq": "7.05%",
        "revenue_growth_yoy": "14.87%",
        "revenue_scale": "$64.08B",
        "roic": "8.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/",
        "ticker": "ORCL",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 244.58 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": "ORCL",
        "timestamp": "2026-06-03T13:41:39+00:00",
        "price": 232.09,
        "previous_close": 244.542,
        "change": -12.451999999999998,
        "change_pct": -0.05091967841924905,
        "change_5d_pct": 0.21538537829945525,
        "change_20d_pct": 0.25217152607149473,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ORCL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "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": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0025",
        "E0626",
        "E0627",
        "E0628",
        "E0629",
        "E0630",
        "E0631",
        "E0632",
        "E0633",
        "E1875"
      ],
      "stage": "late",
      "theme": "regulatory or policy catalyst",
      "ticker": "ORCL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Palantir为政府、国防、情报、执法、制造、能源、金融、医疗和物流客户搭建数据整合、权限治理、模型应用、运营决策和AI工作流平台。Gotham偏政府任务和复杂态势分析，Foundry帮助企业把分散系统转成可操作的数据本体，AIP将大模型接入受控业务流程，Apollo负责跨云、本地和边缘环境的软件部署与更新。收入来自长期软件订阅、部署服务和合同扩容。行业地位：公司在高安全、高复杂度场景的数据操作系统和AI落地中有差异化位置，政府业务提供背书，商业业务决定成长弹性。真正影响经营和股价的是美国及盟国政府合同、AIP商业转化率、客户扩张速度、部署成本下降、净留存率、数据隐私和政治争议、AI预算周期、竞争性平台替代以及市场对增长和利润率的预期。",
      "core_catalyst": "SEC 4 filing: 4 2026-05-29",
      "evidence_summary": "PLTR moved -4.3% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0676.",
      "facts": [
        {
          "claim": "PLTR moved -4.3% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0033",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-29",
          "source_id": "E0676",
          "timestamp": "2026-06-02T20:19:07+00:00"
        },
        {
          "claim": "Palantir Faces UK Privacy Backlash What It Means For NHS Contract Risk",
          "source_id": "E0677",
          "timestamp": "2026-06-03T09:10:18+00:00"
        },
        {
          "claim": "Palantir Faces UK Scrutiny Over NHS Deal",
          "source_id": "E0678",
          "timestamp": "2026-06-03T12:24:53+00:00"
        },
        {
          "claim": "Palantir Stock Has Stalled. Now Some Investors Want to Probe Its Human Rights Policies.",
          "source_id": "E0679",
          "timestamp": "2026-06-03T10:00:00+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Take A Breather Ahead Of ADP Jobs Data: Why PANW, AVGO, CRWD, PLTR, ASTC, GME, XOS Are In Focus",
          "source_id": "E0680",
          "timestamp": "2026-06-03T08:46:56+00:00"
        },
        {
          "claim": "I'm Not Concerned About Palantir's Valuation Anymore",
          "source_id": "E0681",
          "timestamp": "2026-06-03T08:38:26+00:00"
        },
        {
          "claim": "Buy, Hold, or Sell: Palantir Stock At $152?",
          "source_id": "E0682",
          "timestamp": "2026-06-03T13:28:33+00:00"
        },
        {
          "claim": "Palantir faces fresh skepticism from Michael Burry",
          "source_id": "E0683",
          "timestamp": "2026-06-03T12:33:56+00:00"
        },
        {
          "claim": "PLTR fundamentals snapshot: PE 159.88; market cap/assets $364.77B; revenue scale $5.22B; revenue QoQ 16.05%; revenue YoY 67.71%; gross margin 86.78%; net margin 53.32%; ROIC 19.53%.",
          "source_id": "E1876",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "86.78%",
        "market_cap": "$364.77B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "53.32%",
        "pe_ratio": "159.88",
        "revenue_growth_qoq": "16.05%",
        "revenue_growth_yoy": "67.71%",
        "revenue_scale": "$5.22B",
        "roic": "19.53%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 152.17 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": "PLTR",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 145.46,
        "previous_close": 152.17,
        "change": -6.7099999999999795,
        "change_pct": -0.04409541959650376,
        "change_5d_pct": 0.0977285188287893,
        "change_20d_pct": 0.07026705967599867,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PLTR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0033",
        "E0676",
        "E0677",
        "E0678",
        "E0679",
        "E0680",
        "E0681",
        "E0682",
        "E0683",
        "E1876"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "PLTR",
      "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：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": "AMAT (NASDAQ:AMAT) Breaks Out With Perfect Technical Score as Earnings Growth Accelerates",
      "evidence_summary": "AMAT moved +1.7% in the latest session, +2.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0670.",
      "facts": [
        {
          "claim": "AMAT moved +1.7% in the latest session, +2.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0032",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "AMAT (NASDAQ:AMAT) Breaks Out With Perfect Technical Score as Earnings Growth Accelerates",
          "source_id": "E0670",
          "timestamp": "2026-06-02T11:00:28+00:00"
        },
        {
          "claim": "Applied Materials (AMAT) Can’t Keep Up With Demand, Says Jim Cramer",
          "source_id": "E0671",
          "timestamp": "2026-06-02T04:30:41+00:00"
        },
        {
          "claim": "Applied Materials and Photronics Stocks Trade Up, What You Need To Know",
          "source_id": "E0672",
          "timestamp": "2026-06-02T23:17:23+00:00"
        },
        {
          "claim": "Applied Materials, Inc. (AMAT) Presents at Bank of America 2026 Global Technology Conference Transcript",
          "source_id": "E0673",
          "timestamp": "2026-06-02T13:41:55+00:00"
        },
        {
          "claim": "Applied Materials: The AI Stock That Wins No Matter Which Chip Wins",
          "source_id": "E0674",
          "timestamp": "2026-06-02T13:37:25+00:00"
        },
        {
          "claim": "Market Chatter: Applied Materials Looking to Hire 1,000 Workers in Southeast Asia in 2026",
          "source_id": "E0675",
          "timestamp": "2026-06-03T11:38:01+00:00"
        },
        {
          "claim": "Applied Materials and Photronics Stocks Trade Up, What You Need To Know",
          "source_id": "E0672",
          "timestamp": "2026-06-02T23:17:23+00:00"
        },
        {
          "claim": "Applied Materials: The AI Stock That Wins No Matter Which Chip Wins",
          "source_id": "E0674",
          "timestamp": "2026-06-02T13:37:25+00:00"
        },
        {
          "claim": "AMAT fundamentals snapshot: PE 45.73; market cap/assets $389.08B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%.",
          "source_id": "E1877",
          "timestamp": "2026-06-02T00:00:00+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%",
        "market_cap": "$389.08B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "45.73",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "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 490.05 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": "2026-06-03T13:41:40+00:00",
        "price": 497.33,
        "previous_close": 490.05,
        "change": 7.279999999999973,
        "change_pct": 0.014855626976838954,
        "change_5d_pct": 0.10949247071946444,
        "change_20d_pct": 0.21057882073281697,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "near_local_high",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0032",
        "E0670",
        "E0671",
        "E0672",
        "E0673",
        "E0674",
        "E0675",
        "E0672",
        "E0674",
        "E1877"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AMAT",
      "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：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 (AVGO) Launches New Wi-Fi 8 and Broadband Chips to Strengthen Networking Portfolio",
      "evidence_summary": "AVGO moved -0.7% in the latest session, -0.5% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0556.",
      "facts": [
        {
          "claim": "AVGO moved -0.7% in the latest session, -0.5% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0012",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Broadcom (AVGO) Launches New Wi-Fi 8 and Broadband Chips to Strengthen Networking Portfolio",
          "source_id": "E0556",
          "timestamp": "2026-06-03T08:20:04+00:00"
        },
        {
          "claim": "Broadcom Stock Faces Earnings Test as AI Chip Revenue Surges",
          "source_id": "E0557",
          "timestamp": "2026-06-03T07:00:00+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Take A Breather Ahead Of ADP Jobs Data: Why PANW, AVGO, CRWD, PLTR, ASTC, GME, XOS Are In Focus",
          "source_id": "E0558",
          "timestamp": "2026-06-03T08:46:56+00:00"
        },
        {
          "claim": "Nvidia vs. Broadcom: Which AI Chip Stock Is the Better Buy Right Now?",
          "source_id": "E0559",
          "timestamp": "2026-06-03T08:25:00+00:00"
        },
        {
          "claim": "1 Thing Broadcom Does Better Than Nvidia",
          "source_id": "E0560",
          "timestamp": "2026-06-03T13:02:00+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Take A Breather Ahead Of ADP Jobs Data: Why PANW, AVGO, CRWD, PLTR, ASTC, GME, XOS Are In Focus",
          "source_id": "E0558",
          "timestamp": "2026-06-03T08:46:56+00:00"
        },
        {
          "claim": "Nvidia vs. Broadcom: Which AI Chip Stock Is the Better Buy Right Now?",
          "source_id": "E0559",
          "timestamp": "2026-06-03T08:25:00+00:00"
        },
        {
          "claim": "AVGO fundamentals snapshot: PE 91.33; market cap/assets $2.28T; revenue scale $68.28B; revenue QoQ 7.19%; revenue YoY 25.22%; gross margin 65.57%; net margin 38.06%; ROIC 16.42%.",
          "source_id": "E1878",
          "timestamp": "2026-06-02T00:00:00+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": "65.57%",
        "market_cap": "$2.28T",
        "name": "Broadcom Inc.",
        "net_margin": "38.06%",
        "pe_ratio": "91.33",
        "revenue_growth_qoq": "7.19%",
        "revenue_growth_yoy": "25.22%",
        "revenue_scale": "$68.28B",
        "roic": "16.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -0.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 481.57 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": "AVGO",
        "timestamp": "2026-06-03T13:41:36+00:00",
        "price": 479.16,
        "previous_close": 481.57,
        "change": -2.409999999999968,
        "change_pct": -0.0050044645638224194,
        "change_5d_pct": 0.13582709106834545,
        "change_20d_pct": 0.12120932334323453,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AVGO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news",
        "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": 3,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0012",
        "E0556",
        "E0557",
        "E0558",
        "E0559",
        "E0560",
        "E0558",
        "E0559",
        "E1878"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "AVGO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Oklo主要开发先进小型核反应堆和清洁电力项目，业务仍与核能商业化和许可进展高度相关。行业地位：Oklo是受监管电力公用事业赛道的重要参与者，可比/竞争公司包括The Southern、Duke Energy、National Grid、Dominion Energy。关键变量主要是监管允许ROE、资本开支、负荷增长、利率、燃料成本、极端天气和电网投资。",
      "core_catalyst": "Oklo vs. BWX Technologies: The Big Nuclear Revenue Face-Off and One Clear Winner",
      "evidence_summary": "OKLO moved -7.3% in the latest session, -7.0% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1632.",
      "facts": [
        {
          "claim": "OKLO moved -7.3% in the latest session, -7.0% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0383",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Oklo vs. BWX Technologies: The Big Nuclear Revenue Face-Off and One Clear Winner",
          "source_id": "E1632",
          "timestamp": "2026-06-01T16:51:54+00:00"
        },
        {
          "claim": "I'm Calling It: Oklo Will Be a Very Different Stock After July for 1 Reason",
          "source_id": "E1633",
          "timestamp": "2026-06-02T13:35:00+00:00"
        },
        {
          "claim": "Better Nuclear Energy Stock: Nano Nuclear Energy vs. Oklo",
          "source_id": "E1634",
          "timestamp": "2026-06-01T18:20:00+00:00"
        },
        {
          "claim": "Assessing Oklo (OKLO) Valuation After Recent Share Price Pullback And Long Term Gains",
          "source_id": "E1635",
          "timestamp": "2026-06-01T18:12:02+00:00"
        },
        {
          "claim": "OKLO fundamentals snapshot: PE n/a; market cap/assets $11.87B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC -19.64%.",
          "source_id": "E1879",
          "timestamp": "2026-06-03T13:41:29.973926+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Oklo Inc. develops fission power plants to provide energy at scale to customers in the United States. The company offers Aurora Powerhouse, which is designed to produce between 15 and up to 75 megawatts of electricity. It is also commercializing nuclear fuel recycling and fuel f...",
        "gross_margin": null,
        "market_cap": "$11.87B",
        "name": "Oklo Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": "-19.64%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/",
        "ticker": "OKLO",
        "timestamp": "2026-06-03T13:41:29.973926+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 73.47 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "OKLO",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 67.87,
        "previous_close": 73.48,
        "change": -5.609999999999999,
        "change_pct": -0.07634730538922152,
        "change_5d_pct": 0.0007372501533584597,
        "change_20d_pct": -0.007458281279654089,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/OKLO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "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": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0383",
        "E1632",
        "E1633",
        "E1634",
        "E1635",
        "E1879"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "OKLO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：超微电脑主要经营服务器、AI服务器、存储和数据中心硬件解决方案。行业地位：超微电脑是计算硬件赛道的重要参与者，可比/竞争公司包括HP、IonQ、Logitech International、D-Wave Quantum。关键变量主要是AI服务器需求、PC换机、组件成本、渠道库存、毛利率和技术路线。",
      "core_catalyst": "Super Micro Jumps After $2 Billion AI Deal and Major Computex Unveils",
      "evidence_summary": "SMCI moved -3.5% in the latest session, -3.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0561.",
      "facts": [
        {
          "claim": "SMCI moved -3.5% in the latest session, -3.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0013",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Super Micro Jumps After $2 Billion AI Deal and Major Computex Unveils",
          "source_id": "E0561",
          "timestamp": "2026-06-02T19:19:52+00:00"
        },
        {
          "claim": "GRRR, SMCI Extend Collaboration After $2B India Supply Deal – Partnership To Unlock Multi-Billion-Dollar Revenue Opportunity",
          "source_id": "E0562",
          "timestamp": "2026-06-02T15:13:02+00:00"
        },
        {
          "claim": "Super Micro Computer, Inc. (SMCI) Presents at Bank of America 2026 Global Technology Conference Transcript",
          "source_id": "E0563",
          "timestamp": "2026-06-02T19:11:55+00:00"
        },
        {
          "claim": "Why Super Micro Stock Just Popped",
          "source_id": "E0564",
          "timestamp": "2026-06-02T16:01:06+00:00"
        },
        {
          "claim": "SMCI fundamentals snapshot: PE 25.39; market cap/assets $30.17B; revenue scale $33.70B; revenue QoQ -19.23%; revenue YoY 56.24%; gross margin 9.95%; net margin 4.72%; ROIC 6.44%.",
          "source_id": "E1880",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Super Micro Computer, Inc., together with its subsidiaries, develops and sells server and storage solutions based on modular and open-standard architecture in the United States, Asia, Europe, and internationally. The company provides liquid and air-cooled AI servers for training...",
        "gross_margin": "9.95%",
        "market_cap": "$30.17B",
        "name": "Super Micro Computer, Inc.",
        "net_margin": "4.72%",
        "pe_ratio": "25.39",
        "revenue_growth_qoq": "-19.23%",
        "revenue_growth_yoy": "56.24%",
        "revenue_scale": "$33.70B",
        "roic": "6.44%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/smci/",
        "ticker": "SMCI",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "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 50.17 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SMCI",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 48.43,
        "previous_close": 50.17,
        "change": -1.740000000000002,
        "change_pct": -0.034682080924855585,
        "change_5d_pct": 0.2681330647163065,
        "change_20d_pct": 0.7402084129632542,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SMCI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_new_product",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0013",
        "E0561",
        "E0562",
        "E0563",
        "E0564",
        "E1880"
      ],
      "stage": "late",
      "theme": "new product catalyst",
      "ticker": "SMCI",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：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": "Analyst Report: ASML Holding N.V.",
      "evidence_summary": "ASML moved +1.0% in the latest session, +1.2% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0612.",
      "facts": [
        {
          "claim": "ASML moved +1.0% in the latest session, +1.2% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0023",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Analyst Report: ASML Holding N.V.",
          "source_id": "E0612",
          "timestamp": "2026-06-02T23:27:56+00:00"
        },
        {
          "claim": "Nikon: The ASML Angle Has Limits",
          "source_id": "E0613",
          "timestamp": "2026-06-02T00:49:05+00:00"
        },
        {
          "claim": "ASML And Tata Electronics Expand India Chip Ambitions And Investor Story",
          "source_id": "E0614",
          "timestamp": "2026-06-01T14:08:11+00:00"
        },
        {
          "claim": "ASML reports transactions under its current share buyback program",
          "source_id": "E0615",
          "timestamp": "2026-06-01T12:00:00+00:00"
        },
        {
          "claim": "ASML: What If The Semiconductor Market Matures In 2050?",
          "source_id": "E0616",
          "timestamp": "2026-06-01T10:06:05+00:00"
        },
        {
          "claim": "ASML Holding N.V. (ASML) Gains from AI infrastructure Build Out",
          "source_id": "E0617",
          "timestamp": "2026-06-03T13:14:48+00:00"
        },
        {
          "claim": "ASML And Tata Electronics Expand India Chip Ambitions And Investor Story",
          "source_id": "E0614",
          "timestamp": "2026-06-01T14:08:11+00:00"
        },
        {
          "claim": "ASML reports transactions under its current share buyback program",
          "source_id": "E0615",
          "timestamp": "2026-06-01T12:00:00+00:00"
        },
        {
          "claim": "ASML fundamentals snapshot: PE 65.66; market cap/assets $657.28B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%.",
          "source_id": "E1881",
          "timestamp": "2026-06-02T00:00:00+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%",
        "market_cap": "$657.28B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "65.66",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +1.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1705.37 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ASML",
        "timestamp": "2026-06-03T13:41:39+00:00",
        "price": 1720.9,
        "previous_close": 1705.37,
        "change": 15.5300000000002,
        "change_pct": 0.009106528202091235,
        "change_5d_pct": 0.07699625455060222,
        "change_20d_pct": 0.19265097690002242,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASML?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 4,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0023",
        "E0612",
        "E0613",
        "E0614",
        "E0615",
        "E0616",
        "E0617",
        "E0614",
        "E0615",
        "E1881"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "ASML",
      "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：Cisco 向企业、运营商和公共部门销售交换机、路由器、无线网络、安全、协作软件和相关服务。行业地位：全球企业网络设备龙头之一，业务从硬件装机向软件订阅、安全和可观测性扩展。",
      "core_catalyst": "HSBC Upgrades Cisco Systems (CSCO) on Surging AI Infrastructure Demand",
      "evidence_summary": "CSCO moved -1.4% in the latest session, -1.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0646.",
      "facts": [
        {
          "claim": "CSCO moved -1.4% in the latest session, -1.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0028",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "HSBC Upgrades Cisco Systems (CSCO) on Surging AI Infrastructure Demand",
          "source_id": "E0646",
          "timestamp": "2026-06-03T08:20:11+00:00"
        },
        {
          "claim": "Cisco Systems (CSCO) Is Up 8.2% After Record AI-Focused Quarter And New Cloud Control Platform – Has The Bull Case Changed?",
          "source_id": "E0647",
          "timestamp": "2026-06-03T00:14:57+00:00"
        },
        {
          "claim": "Cisco launches platform to defend against AI-powered cyber threats",
          "source_id": "E0648",
          "timestamp": "2026-06-02T19:59:56+00:00"
        },
        {
          "claim": "Cisco Advances 5% to Record Highs on AI Cybersecurity Push, Arista Climbs as Networking Trade Extends",
          "source_id": "E0649",
          "timestamp": "2026-06-02T17:38:04+00:00"
        },
        {
          "claim": "LTM Launches Managed Secure Service Edge (SSE) Solution with Cisco",
          "source_id": "E0650",
          "timestamp": "2026-06-03T12:45:00+00:00"
        },
        {
          "claim": "ePlus Demonstrates Enterprise-Grade Agentic AI Platform for Autonomous IT and Security Operations at Cisco Live",
          "source_id": "E0651",
          "timestamp": "2026-06-03T12:30:00+00:00"
        },
        {
          "claim": "NWN Named to Elite Tier of National Partners with Cisco Preferred Partner Status Across All Six Portfolio Designations in the Cisco 360 Partner Program",
          "source_id": "E0652",
          "timestamp": "2026-06-03T13:00:00+00:00"
        },
        {
          "claim": "NetApp and Cisco Collaboration Strengthens Defense-in-Depth for Enterprise Cyber Resilience",
          "source_id": "E0653",
          "timestamp": "2026-06-03T12:00:00+00:00"
        },
        {
          "claim": "CSCO fundamentals snapshot: PE 42.17; market cap/assets $504.32B; revenue scale $60.75B; revenue QoQ 3.21%; revenue YoY 9.21%; gross margin 63.63%; net margin 21.29%; ROIC 11.30%.",
          "source_id": "E1882",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "63.63%",
        "market_cap": "$504.32B",
        "name": "Cisco Systems, Inc.",
        "net_margin": "21.29%",
        "pe_ratio": "42.17",
        "revenue_growth_qoq": "3.21%",
        "revenue_growth_yoy": "9.21%",
        "revenue_scale": "$60.75B",
        "roic": "11.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "CSCO",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -1.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 128.00 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": "CSCO",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 125.79,
        "previous_close": 128.0,
        "change": -2.2099999999999937,
        "change_pct": -0.01726562499999995,
        "change_5d_pct": 0.05114065283442826,
        "change_20d_pct": 0.3339342092169233,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CSCO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0028",
        "E0646",
        "E0647",
        "E0648",
        "E0649",
        "E0650",
        "E0651",
        "E0652",
        "E0653",
        "E1882"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "CSCO",
      "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：SanDisk 聚焦闪存和存储产品，覆盖 NAND 闪存、固态硬盘、存储卡、U 盘以及企业和消费存储解决方案。行业地位：存储硬件周期股，核心受 NAND 供需、价格周期、AI/数据中心存储需求和消费电子库存影响。",
      "core_catalyst": "Zacks Industry Outlook Highlights Western Digital, Sandisk and Netlist",
      "evidence_summary": "SNDK moved +1.0% in the latest session, +1.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0742.",
      "facts": [
        {
          "claim": "SNDK moved +1.0% in the latest session, +1.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0046",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Zacks Industry Outlook Highlights Western Digital, Sandisk and Netlist",
          "source_id": "E0742",
          "timestamp": "2026-06-03T08:11:00+00:00"
        },
        {
          "claim": "Western Digital: Not Worth 20x P/E Adjusting For The Sandisk Stake",
          "source_id": "E0743",
          "timestamp": "2026-06-03T03:35:33+00:00"
        },
        {
          "claim": "Is Sandisk Corporation (SNDK) One of the Top Undervalued Blue Chip Stocks Analysts Recommend for Smart Investing?",
          "source_id": "E0744",
          "timestamp": "2026-06-02T14:40:20+00:00"
        },
        {
          "claim": "Morgan Stanley Raises Price Target on SanDisk to $1,750 From $1,100, Keeps Outperform Rating",
          "source_id": "E0745",
          "timestamp": "2026-06-03T11:05:25+00:00"
        },
        {
          "claim": "Zacks Industry Outlook Highlights Western Digital, Sandisk and Netlist",
          "source_id": "E0742",
          "timestamp": "2026-06-03T08:11:00+00:00"
        },
        {
          "claim": "Is Sandisk Corporation (SNDK) One of the Top Undervalued Blue Chip Stocks Analysts Recommend for Smart Investing?",
          "source_id": "E0744",
          "timestamp": "2026-06-02T14:40:20+00:00"
        },
        {
          "claim": "Is Sandisk Corporation (SNDK) One of the Best Inexpensive Stocks to Invest in Right Now?",
          "source_id": "E0746",
          "timestamp": "2026-06-02T14:13:29+00:00"
        },
        {
          "claim": "Is Sandisk Corporation (SNDK) One of the Best Inexpensive Stocks to Invest in Right Now?",
          "source_id": "E0746",
          "timestamp": "2026-06-02T14:13:29+00:00"
        },
        {
          "claim": "SNDK fundamentals snapshot: PE 53.91; market cap/assets $242.96B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%.",
          "source_id": "E1883",
          "timestamp": "2026-05-28T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "78.35%",
        "market_cap": "$242.96B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "53.91",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "SNDK",
        "timestamp": "2026-05-28T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +1.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1716.36 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SNDK",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 1730.29,
        "previous_close": 1716.36,
        "change": 13.930000000000064,
        "change_pct": 0.008116012957654517,
        "change_5d_pct": 0.08827381144322644,
        "change_20d_pct": 0.23036724649025708,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNDK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_mna",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "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": 0,
        "expectation_gap": 3,
        "price_action": 3,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0046",
        "E0742",
        "E0743",
        "E0744",
        "E0745",
        "E0742",
        "E0744",
        "E0746",
        "E0746",
        "E1883"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "SNDK",
      "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：美光设计并制造 DRAM、NAND、NOR、SSD、移动存储、图形显存、车规存储和 HBM 产品，客户包括云数据中心、AI 服务器厂商、PC 与手机厂商、汽车电子、工业和消费电子公司。收入来自存储芯片和模组销售，关键资产包括先进制程存储技术、晶圆厂产能、HBM 封装能力、客户认证和库存管理。行业地位：美光是全球三大 DRAM 供应商之一，也是 AI 服务器 HBM 需求的重要受益者。经营与股价高度受存储价格周期影响，关键变量包括 DRAM/NAND 供需、HBM 份额和良率、AI 服务器订单、PC/手机复苏、库存水平、资本开支纪律、中国市场限制和同业扩产节奏。",
      "core_catalyst": "SEC 4 filing: 4 2026-05-29",
      "evidence_summary": "MU moved -0.2% in the latest session, +0.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0597.",
      "facts": [
        {
          "claim": "MU moved -0.2% in the latest session, +0.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0021",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-29",
          "source_id": "E0597",
          "timestamp": "2026-06-02T17:12:24+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-29",
          "source_id": "E0598",
          "timestamp": "2026-06-02T17:08:23+00:00"
        },
        {
          "claim": "Micron Stock Keeps Rising But Chinese Memory-Chip Makers Are Gaining Ground",
          "source_id": "E0599",
          "timestamp": "2026-06-03T12:32:00+00:00"
        },
        {
          "claim": "Morgan Stanley Raises Price Target on Micron Technology to $1,050 From $520, Keeps Overweight Rating",
          "source_id": "E0600",
          "timestamp": "2026-06-03T11:03:47+00:00"
        },
        {
          "claim": "2 Factors To Remember When Investing in Micron Stock",
          "source_id": "E0601",
          "timestamp": "2026-06-03T08:45:00+00:00"
        },
        {
          "claim": "Zacks.com featured highlights include Micron, Credo and Teradyne",
          "source_id": "E0602",
          "timestamp": "2026-06-03T08:36:00+00:00"
        },
        {
          "claim": "Micron (MU) Rises Higher Than Market: Key Facts",
          "source_id": "E0603",
          "timestamp": "2026-06-02T21:45:03+00:00"
        },
        {
          "claim": "Meet the New Roundhill ETF With 28% of Its Portfolio Parked in Micron Technology Stock",
          "source_id": "E0604",
          "timestamp": "2026-06-02T20:59:00+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 49.77; market cap/assets $1.20T; revenue scale $58.12B; revenue QoQ 74.89%; revenue YoY 85.55%; gross margin 74.39%; net margin 57.79%; ROIC 27.78%.",
          "source_id": "E1884",
          "timestamp": "2026-06-02T00:00:00+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": "74.39%",
        "market_cap": "$1.20T",
        "name": "Micron Technology, Inc.",
        "net_margin": "57.79%",
        "pe_ratio": "49.77",
        "revenue_growth_qoq": "74.89%",
        "revenue_growth_yoy": "85.55%",
        "revenue_scale": "$58.12B",
        "roic": "27.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +0.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1064.10 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": "MU",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 1056.52,
        "previous_close": 1064.1,
        "change": -7.579999999999927,
        "change_pct": -0.007123390658772655,
        "change_5d_pct": 0.13798863709052922,
        "change_20d_pct": 0.650296750788466,
        "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",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "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": 1,
        "price_confirmation": 1,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 6
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0021",
        "E0597",
        "E0598",
        "E0599",
        "E0600",
        "E0601",
        "E0602",
        "E0603",
        "E0604",
        "E1884"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "MU",
      "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：Medtronic主要经营心血管、糖尿病、神经科学、外科和医疗器械平台，服务医院和患者。行业地位：Medtronic是医疗器械赛道的核心公司，可比/竞争公司包括Stryker、Edwards Lifesciences、Koninklijke Philips、DexCom。关键变量主要是手术量、医院资本开支、新品获批、医生采用、毛利率和供应链成本。",
      "core_catalyst": "Medtronic Q4 Earnings Call Highlights",
      "evidence_summary": "MDT moved +5.4% in the latest session, +5.7% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0897.",
      "facts": [
        {
          "claim": "MDT moved +5.4% in the latest session, +5.7% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0085",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Medtronic Q4 Earnings Call Highlights",
          "source_id": "E0897",
          "timestamp": "2026-06-03T13:04:34+00:00"
        },
        {
          "claim": "Medtronic (MDT) Q4 Earnings and Revenues Surpass Estimates",
          "source_id": "E0898",
          "timestamp": "2026-06-03T11:55:01+00:00"
        },
        {
          "claim": "Medtronic stock edges lower as earnings guidance misses estimates",
          "source_id": "E0899",
          "timestamp": "2026-06-03T11:27:44+00:00"
        },
        {
          "claim": "Medtronic Stock Rises on Earnings. Wall Street Looks Past a Soft Outlook.",
          "source_id": "E0900",
          "timestamp": "2026-06-03T11:20:00+00:00"
        },
        {
          "claim": "MDT fundamentals snapshot: PE 20.51; market cap/assets $94.65B; revenue scale $35.48B; revenue QoQ 0.64%; revenue YoY 6.88%; gross margin 64.88%; net margin 12.67%; ROIC 6.93%.",
          "source_id": "E1885",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Medtronic plc develops, manufactures, and sells device-based medical therapies to healthcare systems, physicians, clinicians, and patients in the United States, Ireland, and internationally. The Cardiovascular Portfolio segment offers implantable cardiac pacemakers, cardioverter...",
        "gross_margin": "64.88%",
        "market_cap": "$94.65B",
        "name": "Medtronic plc",
        "net_margin": "12.67%",
        "pe_ratio": "20.51",
        "revenue_growth_qoq": "0.64%",
        "revenue_growth_yoy": "6.88%",
        "revenue_scale": "$35.48B",
        "roic": "6.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mdt/",
        "ticker": "MDT",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "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 73.75 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MDT",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 77.895,
        "previous_close": 73.74,
        "change": 4.155000000000001,
        "change_pct": 0.05634662327095197,
        "change_5d_pct": 0.025203955757546748,
        "change_20d_pct": 0.0013497761053720136,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MDT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0085",
        "E0897",
        "E0898",
        "E0899",
        "E0900",
        "E1885"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "MDT",
      "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": "news",
      "attention_grade": "B",
      "business_summary": "业务：应用光电开发和生产光通信部件与模块，产品卖给云数据中心客户、网络设备厂商以及有线宽带运营链条上的设备采购方。收入主要来自高速收发模块、激光器件、接收组件和接入网设备出货。关键产品集中在面向数据中心互连的高速光模块，以及面向 CATV、FTTH 和宽带传输的光发射与接收方案。行业地位：应用光电在特定高速光模块和垂直整合制造上有辨识度，经营起伏往往跟少数大客户拉货节奏、代际切换和良率表现直接相关。竞争来自中际旭创、Coherent、Lumentum、Innolight 等光通信厂商，关键变量包括超大规模云厂商资本开支、800G 及更高速产品导入、产能爬坡、器件成本和客户集中度。",
      "core_catalyst": "Applied Optoelectronics Wins Mediacom Contract Supporting Growth And Customer Mix",
      "evidence_summary": "AAOI moved -3.1% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1559.",
      "facts": [
        {
          "claim": "AAOI moved -3.1% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0346",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Applied Optoelectronics Wins Mediacom Contract Supporting Growth And Customer Mix",
          "source_id": "E1559",
          "timestamp": "2026-06-02T19:14:17+00:00"
        },
        {
          "claim": "Applied Optoelectronics (AAOI) Climbs 17% as This Analyst is Bullish",
          "source_id": "E1560",
          "timestamp": "2026-06-02T04:05:12+00:00"
        },
        {
          "claim": "How Investors May Respond To Applied Optoelectronics (AAOI) Doubling Texas Capex Amid Major AI And DOCSIS Wins",
          "source_id": "E1561",
          "timestamp": "2026-06-02T21:18:28+00:00"
        },
        {
          "claim": "Coherent Advances 16%, Lumentum Climbs 13%, Applied Optoelectronics Adds 8% as Optics Rally Broadens",
          "source_id": "E1562",
          "timestamp": "2026-06-02T16:43:37+00:00"
        },
        {
          "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale $507.00M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1886",
          "timestamp": "2026-06-03T13:41:31.980449+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": null,
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$507.00M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-06-03T13:41:31.980449+00:00"
      },
      "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 202.37 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AAOI",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 191.81,
        "previous_close": 202.37,
        "change": -10.560000000000002,
        "change_pct": -0.052181647477392956,
        "change_5d_pct": 0.06661846214181866,
        "change_20d_pct": 0.06224728481956321,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AAOI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_contract_order",
        "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": 3,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0346",
        "E1559",
        "E1560",
        "E1561",
        "E1562",
        "E1886"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "AAOI",
      "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：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": "What's Going On With Taiwan Semiconductor Stock Tuesday?",
      "evidence_summary": "TSM moved -1.0% in the latest session, -0.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0572.",
      "facts": [
        {
          "claim": "TSM moved -1.0% in the latest session, -0.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0016",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "What's Going On With Taiwan Semiconductor Stock Tuesday?",
          "source_id": "E0572",
          "timestamp": "2026-06-02T08:31:55+00:00"
        },
        {
          "claim": "What's Going On With Taiwan Semiconductor Stock Monday?",
          "source_id": "E0573",
          "timestamp": "2026-06-01T06:15:06+00:00"
        },
        {
          "claim": "Why Nvidia CEO Jensen Huang's Computex Speech Matters: AI Chips, Taiwan Investments And The Company's Next Big Moves",
          "source_id": "E0574",
          "timestamp": "2026-05-31T23:07:33+00:00"
        },
        {
          "claim": "Fresh AI Buzz Powers Taiwan Stocks Even Higher",
          "source_id": "E0575",
          "timestamp": "2026-06-03T09:12:29+00:00"
        },
        {
          "claim": "TSMC Uses NVIDIA AI Technology to Speed Up Chip Design and Manufacturing",
          "source_id": "E0576",
          "timestamp": "2026-06-01T04:05:30+00:00"
        },
        {
          "claim": "Bernstein and BofA Remain Bullish on TSMC (TSM) Amid AI and Advanced Node Leadership",
          "source_id": "E0577",
          "timestamp": "2026-06-03T08:20:02+00:00"
        },
        {
          "claim": "TSMC (TSM) Beats Stock Market Upswing: What Investors Need to Know",
          "source_id": "E0578",
          "timestamp": "2026-06-02T21:45:02+00:00"
        },
        {
          "claim": "TSM fundamentals snapshot: PE 33.53; 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 n/a.",
          "source_id": "E1887",
          "timestamp": "2026-06-03T13:41:32.377384+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%",
        "market_cap": "$2.05T",
        "name": "Taiwan Semiconductor Manufacturing Company Limited",
        "net_margin": "50.51%",
        "pe_ratio": "33.53",
        "revenue_growth_qoq": "+8.4%",
        "revenue_growth_yoy": "35.13%",
        "revenue_scale": "$4.10T",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/",
        "ticker": "TSM",
        "timestamp": "2026-06-03T13:41:32.377384+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -0.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 446.69 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": "TSM",
        "timestamp": "2026-06-03T13:41:39+00:00",
        "price": 442.64,
        "previous_close": 446.69,
        "change": -4.050000000000011,
        "change_pct": -0.009066690546016276,
        "change_5d_pct": 0.04709859365607194,
        "change_20d_pct": 0.12228390733012229,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TSM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0016",
        "E0572",
        "E0573",
        "E0574",
        "E0575",
        "E0576",
        "E0577",
        "E0578",
        "E1887"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "TSM",
      "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": "B",
      "business_summary": "业务：Lumentum Holdings主要经营光通信器件、激光器和光子产品，服务数据中心、通信和工业客户。行业地位：Lumentum Holdings是通信设备赛道的核心公司，可比/竞争公司包括Motorola Solutions、Nokia Oyj、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": "SEC 4 filing: 4 2026-05-29",
      "evidence_summary": "LITE moved -2.7% in the latest session, -2.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1020.",
      "facts": [
        {
          "claim": "LITE moved -2.7% in the latest session, -2.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0127",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-29",
          "source_id": "E1020",
          "timestamp": "2026-06-02T00:58:33+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-05-29",
          "source_id": "E1021",
          "timestamp": "2026-06-01T10:01:42+00:00"
        },
        {
          "claim": "Northland Securities Adjusts PT on Lumentum to $1,200 From $1,000, Maintains Outperform Rating",
          "source_id": "E1022",
          "timestamp": "2026-06-03T11:59:57+00:00"
        },
        {
          "claim": "Nvidia Optics Shift Puts Lumentum At Center Of AI Data Centers",
          "source_id": "E1023",
          "timestamp": "2026-06-03T06:11:20+00:00"
        },
        {
          "claim": "Coherent and Lumentum Stocks Rise Sharply. Networking Stocks Get a Big Marvell Bump.",
          "source_id": "E1024",
          "timestamp": "2026-06-02T16:44:00+00:00"
        },
        {
          "claim": "Coherent Advances 16%, Lumentum Climbs 13%, Applied Optoelectronics Adds 8% as Optics Rally Broadens",
          "source_id": "E1025",
          "timestamp": "2026-06-02T16:43:37+00:00"
        },
        {
          "claim": "LITE fundamentals snapshot: PE 167.74; market cap/assets $73.79B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 44.16%; net margin 17.84%; ROIC 3.37%.",
          "source_id": "E1888",
          "timestamp": "2026-06-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates through two segments, Cloud & Networking and Industrial Tech. The Cloud & Networking segment offers optical and photoni...",
        "gross_margin": "44.16%",
        "market_cap": "$73.79B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "167.74",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -2.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1029.15 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": "LITE",
        "timestamp": "2026-06-03T13:41:42+00:00",
        "price": 990.01,
        "previous_close": 1029.15,
        "change": -39.1400000000001,
        "change_pct": -0.03803138512364579,
        "change_5d_pct": 0.097194980304661,
        "change_20d_pct": -0.0045748849438574934,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LITE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 5,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0127",
        "E1020",
        "E1021",
        "E1022",
        "E1023",
        "E1024",
        "E1025",
        "E1888"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "LITE",
      "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": "B",
      "business_summary": "业务：AST SpaceMobile 试图用低轨卫星网络让普通手机在没有地面基站覆盖的区域直接接入语音和数据服务，业务重心包括卫星制造、在轨通信能力建设以及与移动运营商的合作。客户不是终端用户直销为主，而是移动运营商及其覆盖补盲需求，回款前景依赖接入合作、容量使用、漫游和批发式通信服务。关键资产是大尺寸通信卫星、与运营商共享的频谱接入方案、专利体系以及天地一体网络设计。行业地位：在卫星直连手机这个新赛道，AST 的路径是与运营商深度绑定，并强调对现有手机的兼容性。竞争者包括 Starlink 的 direct-to-cell、Lynk Global 和各类天地融合通信方案，关键经营变量是卫星发射节奏、监管许可、链路性能、资本开支能力以及运营商签约落地速度。",
      "core_catalyst": "ASTS, RKLB, LUNR, RDW Slip As SpaceX IPO Terms Buzz Grows — Retail Stays Mostly Bullish As Analyst Maps Bear Case",
      "evidence_summary": "ASTS moved -6.4% in the latest session, -6.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1348.",
      "facts": [
        {
          "claim": "ASTS moved -6.4% in the latest session, -6.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0254",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "ASTS, RKLB, LUNR, RDW Slip As SpaceX IPO Terms Buzz Grows — Retail Stays Mostly Bullish As Analyst Maps Bear Case",
          "source_id": "E1348",
          "timestamp": "2026-06-03T03:14:14+00:00"
        },
        {
          "claim": "Social Buzz: Wallstreetbets Stocks Mixed Pre-Bell Wednesday; Marvell Technology to Advance, AST SpaceMobile to Decline",
          "source_id": "E1349",
          "timestamp": "2026-06-03T10:50:12+00:00"
        },
        {
          "claim": "ASTS Stock Snaps 2-Day Losing Streak: Top Execs Hold Shares In Vote Of Confidence Amid Space Race Turbulence",
          "source_id": "E1350",
          "timestamp": "2026-06-03T04:30:58+00:00"
        },
        {
          "claim": "Why AST SpaceMobile Stock Zoomed 53.5% Higher Last Month",
          "source_id": "E1351",
          "timestamp": "2026-06-03T01:12:24+00:00"
        },
        {
          "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.94M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1889",
          "timestamp": "2026-06-03T13:41:33.046150+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$84.94M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-06-03T13:41:33.046150+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 118.17 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ASTS",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 110.51,
        "previous_close": 118.17,
        "change": -7.659999999999997,
        "change_pct": -0.06482186680206481,
        "change_5d_pct": -0.14729942287400688,
        "change_20d_pct": 0.7302333152980831,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASTS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0254",
        "E1348",
        "E1349",
        "E1350",
        "E1351",
        "E1889"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "ASTS",
      "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：The Carlyle Group主要经营主动/被动资管、另类资产、托管、财富管理或投资公司平台，收入来自管理费、业绩费和净利息/投资收益。行业地位：The Carlyle Group是资产管理赛道的重要参与者，可比/竞争公司包括Blackstone、Brookfield、KKR、纽约梅隆银行。关键变量主要是AUM增长、市场表现、募资周期、费率压力、投资业绩、赎回和利率。",
      "core_catalyst": "Carlyle Secures Conditional EU Approval for BASF Coatings Acquisition",
      "evidence_summary": "CG moved -5.0% in the latest session, -4.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1460.",
      "facts": [
        {
          "claim": "CG moved -5.0% in the latest session, -4.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0298",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Carlyle Secures Conditional EU Approval for BASF Coatings Acquisition",
          "source_id": "E1460",
          "timestamp": "2026-06-03T09:13:15+00:00"
        },
        {
          "claim": "Market Chatter: Carlyle Group Nears $3.5 Billion Deal to Sell Flender to Triton Partners",
          "source_id": "E1461",
          "timestamp": "2026-06-02T18:33:43+00:00"
        },
        {
          "claim": "Carlyle CEO Sees Defense, Energy as Key Bets in the Next Decade",
          "source_id": "E1462",
          "timestamp": "2026-06-02T18:17:16+00:00"
        },
        {
          "claim": "CG fundamentals snapshot: PE 28.47; market cap/assets $18.52B; revenue scale $3.25B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1890",
          "timestamp": "2026-06-03T13:41:33.176810+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "The Carlyle Group Inc. is an investment firm specializing in direct and fund of fund investments. Within direct investments, it specializes in management-led/ Leveraged buyouts, privatizations, divestitures, strategic minority equity investments, structured credit, global distre...",
        "gross_margin": null,
        "market_cap": "$18.52B",
        "name": "The Carlyle Group Inc.",
        "net_margin": null,
        "pe_ratio": "28.47",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.25B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cg/",
        "ticker": "CG",
        "timestamp": "2026-06-03T13:41:33.176810+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 44.49 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": "CG",
        "timestamp": "2026-06-03T13:41:39+00:00",
        "price": 42.38,
        "previous_close": 44.49,
        "change": -2.1099999999999994,
        "change_pct": -0.04742638795234888,
        "change_5d_pct": -0.07183530132223614,
        "change_20d_pct": -0.1737180884477224,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CG?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_regulatory_policy",
        "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": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0298",
        "E1460",
        "E1461",
        "E1462",
        "E1890"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "CG",
      "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：Uranium Energy主要经营铀矿勘探、开发、生产或核燃料相关业务，服务核电燃料供应链。行业地位：Uranium Energy是铀矿与核燃料赛道的重要参与者，可比/竞争公司包括Cameco、NexGen Energy、Energy Fuels。关键变量主要是铀价、长期采购合约、核电装机、矿山许可、地缘供应风险和资本开支。",
      "core_catalyst": "Nuclear Stocks Jump on Multibillion-Dollar Uranium Growth Project",
      "evidence_summary": "UEC moved -5.2% in the latest session, -5.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1797.",
      "facts": [
        {
          "claim": "UEC moved -5.2% in the latest session, -5.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0484",
          "timestamp": "2026-06-03T00:00:00+00:00"
        },
        {
          "claim": "Nuclear Stocks Jump on Multibillion-Dollar Uranium Growth Project",
          "source_id": "E1797",
          "timestamp": "2026-06-03T12:04:47+00:00"
        },
        {
          "claim": "Uranium Energy Corp Provides Date for Fiscal 2026 Third Quarter Results, Conference Call, and Webcast",
          "source_id": "E1798",
          "timestamp": "2026-06-02T11:00:00+00:00"
        },
        {
          "claim": "Why Uranium Energy Stock Jumped 11% on Tuesday",
          "source_id": "E1799",
          "timestamp": "2026-06-02T19:02:41+00:00"
        },
        {
          "claim": "UEC fundamentals snapshot: PE n/a; market cap/assets $7.11B; revenue scale $20.20M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1891",
          "timestamp": "2026-06-03T13:41:33.177197+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Uranium Energy Corp., together with its subsidiaries, engages in exploration, pre-extraction, extraction, and processing of uranium and titanium concentrates properties in the United States, Canada, and the Republic of Paraguay. The company was formerly known as Carlin Gold Inc....",
        "gross_margin": null,
        "market_cap": "$7.11B",
        "name": "Uranium Energy Corp.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$20.20M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/uec/",
        "ticker": "UEC",
        "timestamp": "2026-06-03T13:41:33.177197+00:00"
      },
      "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": "Downside attention thesis weakens if price recovers above 15.44 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": "UEC",
        "timestamp": "2026-06-03T13:41:41+00:00",
        "price": 14.63,
        "previous_close": 15.445,
        "change": -0.8149999999999995,
        "change_pct": -0.052767886047264456,
        "change_5d_pct": 0.0885417006525504,
        "change_20d_pct": 0.008965517241379395,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/UEC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0484",
        "E1797",
        "E1798",
        "E1799",
        "E1891"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "UEC",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY -0.2%, QQQ +0.1%, IWM -1.0%, HYG -0.2%, TLT -0.4%, VIXY +0.8%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": -0.002315394242803581,
        "IWM": -0.010011657409312313,
        "QQQ": 0.0007505092741504349,
        "SPY": -0.002363705780902503,
        "TLT": -0.004203152364273155,
        "VIXY": 0.008098891730605295
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      "source_id": "E0001",
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      "claim": "How Is Chipotle Mexican Grill's Stock Performance Compared to Other Consumer Cyclical Stocks?",
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      "claim": "Is It Time To Reassess Roblox (RBLX) After A 42% Year To Date Share Price Fall?",
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      "claim": "General Mills to Webcast Fiscal 2026 Fourth Quarter and Full Year Earnings Results on July 1, 2026",
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      "claim": "General Mills Resets China Presence With Häagen-Dazs Shop Divestment And License",
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      "claim": "CPB, CAG, GIS, KHC, And SMPL Stocks Slump In Pre-Market: Why Does Bernstein See ‘Troubled’ Times Ahead?",
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      "claim": "Is It Worth Investing in Roku (ROKU) Based on Wall Street's Bullish Views?",
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      "claim": "Roku CFO to Participate in Fireside Chat Hosted by Evercore ISI",
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      "claim": "Nextpower Insider Sold Shares Worth $3,498,612, According to a Recent SEC Filing",
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      "claim": "Lennox Cold Climate Heat Pump Earns GOOD DESIGN® Recognition for Reliable Performance in Extreme Conditions",
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      "claim": "Can Blackwell Deployment Help IREN Limited Hit $4.4B ARR Target?",
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      "claim": "A Look At Li Auto (NasdaqGS:LI) Valuation As Q1 Loss And Softer Q2 Guidance Mark A Pivotal Moment",
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      "claim": "Aptiv (APTV) Is Up 25.7% After Deepening NVIDIA Edge AI Partnership – Has The Bull Case Changed?",
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      "claim": "Was Hormel’s Q2 Earnings Report the Turnaround Investors Needed?",
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      "claim": "Domo, Q2 Holdings, and The Trade Desk Stocks Trade Down, What You Need To Know",
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      "claim": "RBC Adjusts Price Target on Hecla Mining to $24 From $28, Maintains Outperform Rating",
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      "claim": "This Chinese Education Company Generated $1.4 Billion in Revenue. Why Did a Fund Sell 826,670 Shares?",
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      "claim": "Ingredion Acquires Benicaros Gut Health Fiber",
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      "claim": "Assessing Ingredion (INGR) Valuation After Sanstar Joint Venture Expands Indian Specialty Ingredient Push",
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      "claim": "Essential Properties Realty Trust, Inc. Increases Quarterly Dividend to $0.32 per Share, an Increase of Approximately 3% Over Prior Quarter",
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      "claim": "A Look At Super Group (NYSE:SGHC) Valuation After Recent Share Price Weakness",
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    {
      "claim": "How The Conagra Brands (CAG) Investment Narrative Is Evolving Without New Analyst Catalysts",
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      "claim": "CPB, CAG, GIS, KHC, And SMPL Stocks Slump In Pre-Market: Why Does Bernstein See ‘Troubled’ Times Ahead?",
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      "claim": "Shelf-Stable Food Stocks Q1 Recap: Benchmarking Conagra (NYSE:CAG)",
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      "claim": "Why a Fund Dumped a $24 Million China Education Stock While Keeping a Big Position in TAL",
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    {
      "claim": "Assessing Ingram Micro Holding (INGM) Valuation After Strong Recent Share Price Momentum",
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      "claim": "Ingram Micro Holding Corporation (INGM) Earns the AI Apps on Microsoft Azure Specialization",
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      "claim": "Powering homes and businesses with reliable, affordable and clean energy: PNM puts forth balanced plan to advance carbon-free future",
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      "claim": "UBS Adjusts Price Target on Sensata Technologies to $57 From $48, Maintains Buy Rating",
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      "claim": "Sensata Technologies Holding plc and Certain Subsidiaries Announce Early Tender Results and Amendment of Cash Tender Offers",
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      "claim": "Assessing Sensata Technologies (ST) Valuation After A Strong Year Of Share Price Momentum",
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      "claim": "Sensata Technologies, Subsidiaries Raise Maximum Amount for Senior Note Tender Offers to $400 Million",
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    {
      "claim": "A Look At Wyndham Hotels And Resorts (WH) Valuation As Analysts See Shares 18.7% Undervalued",
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      "claim": "Will Early ChatGPT Hotel Discovery Integration Reframe Wyndham Hotels & Resorts' (WH) AI-Driven Narrative?",
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        "headline": "Will Early ChatGPT Hotel Discovery Integration Reframe Wyndham Hotels & Resorts' (WH) AI-Driven Narrative?"
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      "claim": "Etsy (ETSY) Among The Top Stock Picks of Billionaire Paul Singer in 2026",
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      "claim": "Is Etsy's (ETSY) AI-Fueled Discovery Changing Its Marketplace Economics More Than Investors Expect?",
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        "headline": "Is Etsy's (ETSY) AI-Fueled Discovery Changing Its Marketplace Economics More Than Investors Expect?"
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      "claim": "Amentum Debuts on the Fortune 500 List",
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      "claim": "3 Reasons We Love CLEAR Secure (YOU)",
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      "claim": "Concierge Powered by CLEAR Launched at MIA to Elevate Travel Experiences at Florida's Busiest Airport for International Passengers",
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      "claim": "Does EPAM (EPAM) Leaving the S&P 500 Recast Its Governance and Competitive Positioning?",
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        "headline": "Does EPAM (EPAM) Leaving the S&P 500 Recast Its Governance and Competitive Positioning?"
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      "claim": "HIMS Stock Slips Despite Early Eucalyptus Buyout Close: Analyst Sees 10% Downside On GLP-1 Profit Risks",
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      "claim": "Taking A Fresh Look At Hims & Hers Health (HIMS) Valuation After Recent Share Price Swings",
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      "claim": "Has MSC (MSM) Outpaced Other Industrial Products Stocks This Year?",
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      "claim": "Berkshire Hathaway Bets On Housing With Taylor Morrison Deal Under Abel",
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      "ticker": "TMHC",
      "tier": 2,
      "timestamp": "2026-06-03T10:09:11+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/berkshire-hathaway-bets-housing-taylor-100911658.html"
    },
    {
      "claim": "Berkshire Hathaway Agrees to Buy Taylor Morrison for $6.8 Billion. What This Means for TMHC Shareholders.",
      "confidence": 0.78,
      "publisher": "Barchart",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Berkshire Hathaway Agrees to Buy Taylor Morrison for $6.8 Billion. What This Means for TMHC Shareholders."
      },
      "source_id": "E1840",
      "source_type": "news",
      "ticker": "TMHC",
      "tier": 2,
      "timestamp": "2026-06-02T20:08:14+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/1e720be7-54ff-3251-92ec-521017efbb13/berkshire-hathaway-agrees-to.html"
    },
    {
      "claim": "RBC Downgrades Taylor Morrison Home to Sector Perform From Outperform, Keeps $72.50 Price Target",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "RBC Downgrades Taylor Morrison Home to Sector Perform From Outperform, Keeps $72.50 Price Target"
      },
      "source_id": "E1841",
      "source_type": "earnings",
      "ticker": "TMHC",
      "tier": 2,
      "timestamp": "2026-06-02T10:46:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/rbc-downgrades-taylor-morrison-home-104600090.html"
    },
    {
      "claim": "Liberty Energy (LBRT) Surpasses Q1 Estimates as Premium-Fleet Demand Outstrips Capacity Limits",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "supply_demand_mismatch",
        "headline": "Liberty Energy (LBRT) Surpasses Q1 Estimates as Premium-Fleet Demand Outstrips Capacity Limits"
      },
      "source_id": "E1842",
      "source_type": "news",
      "ticker": "LBRT",
      "tier": 2,
      "timestamp": "2026-06-01T09:11:33+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/liberty-energy-lbrt-surpasses-q1-091133543.html"
    },
    {
      "claim": "Liberty Energy Soars 60% in 6 Months: Still a Buy or Time to Hold?",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Liberty Energy Soars 60% in 6 Months: Still a Buy or Time to Hold?"
      },
      "source_id": "E1843",
      "source_type": "news",
      "ticker": "LBRT",
      "tier": 2,
      "timestamp": "2026-06-01T13:07:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/energy/articles/liberty-energy-soars-60-6-130700130.html"
    },
    {
      "claim": "Concerns Surrounding Seremban Engineering Berhad's (KLSE:SEB) Performance",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Concerns Surrounding Seremban Engineering Berhad's (KLSE:SEB) Performance"
      },
      "source_id": "E1844",
      "source_type": "news",
      "ticker": "SEB",
      "tier": 2,
      "timestamp": "2026-06-02T02:35:44+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/concerns-surrounding-seremban-engineering-berhads-023544332.html"
    },
    {
      "claim": "Zacks Industry Outlook Highlights Atmos Energy, Southwest Gas, Brookfield and ONE",
      "confidence": 0.78,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Zacks Industry Outlook Highlights Atmos Energy, Southwest Gas, Brookfield and ONE"
      },
      "source_id": "E1845",
      "source_type": "earnings",
      "ticker": "OGS",
      "tier": 2,
      "timestamp": "2026-06-03T08:15:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/energy/articles/zacks-industry-outlook-highlights-atmos-081500533.html"
    },
    {
      "claim": "4 Gas Utility Stocks Positioned to Benefit Amid Industry Headwinds",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "4 Gas Utility Stocks Positioned to Benefit Amid Industry Headwinds"
      },
      "source_id": "E1846",
      "source_type": "news",
      "ticker": "OGS",
      "tier": 2,
      "timestamp": "2026-06-02T17:41:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/energy/articles/4-gas-utility-stocks-positioned-174100552.html"
    },
    {
      "claim": "OGS vs. NWN: Which Gas Utility Stock Is a Better Investment Pick?",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "OGS vs. NWN: Which Gas Utility Stock Is a Better Investment Pick?"
      },
      "source_id": "E1847",
      "source_type": "news",
      "ticker": "OGS",
      "tier": 2,
      "timestamp": "2026-06-01T17:54:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/ogs-vs-nwn-gas-utility-175400508.html"
    },
    {
      "claim": "Assessing Solaris Energy Infrastructure’s Valuation After Its Rebranding And Strong Multi Year Shareholder Returns",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Assessing Solaris Energy Infrastructure’s Valuation After Its Rebranding And Strong Multi Year Shareholder Returns"
      },
      "source_id": "E1848",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-06-03T07:09:55+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/energy/articles/assessing-solaris-energy-infrastructure-valuation-070955392.html"
    },
    {
      "claim": "Solaris Energy Infrastructure, Inc. (SEI): Leopold Aschenbrenner Trims Position",
      "confidence": 0.62,
      "publisher": "Insider Monkey",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Solaris Energy Infrastructure, Inc. (SEI): Leopold Aschenbrenner Trims Position"
      },
      "source_id": "E1849",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-05-31T21:37:27+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/energy/articles/solaris-energy-infrastructure-inc-sei-213727691.html"
    },
    {
      "claim": "Atlantic Union Bank Announces Planned Retirement of Doug Woolley",
      "confidence": 0.62,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Atlantic Union Bank Announces Planned Retirement of Doug Woolley"
      },
      "source_id": "E1850",
      "source_type": "news",
      "ticker": "AUB",
      "tier": 2,
      "timestamp": "2026-06-03T10:59:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/atlantic-union-bank-announces-planned-105900310.html"
    },
    {
      "claim": "Klarna Reports Delay in Court Ruling on PriceRunner's Google Antitrust Case",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Klarna Reports Delay in Court Ruling on PriceRunner's Google Antitrust Case"
      },
      "source_id": "E1851",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-06-03T09:56:08+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/klarna-reports-delay-court-ruling-095608979.html"
    },
    {
      "claim": "This Small-Cap Fintech Stock Is Crushing PayPal, SoFi, Klarna In 2026: Analyst Says Rally Isn't Over Yet",
      "confidence": 0.78,
      "publisher": "Stocktwits",
      "raw_value": {
        "catalyst_bucket": "analyst",
        "headline": "This Small-Cap Fintech Stock Is Crushing PayPal, SoFi, Klarna In 2026: Analyst Says Rally Isn't Over Yet"
      },
      "source_id": "E1852",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-06-03T06:29:47+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/c6f48924-6503-3fa5-b1d3-98dd79c89f80/this-small-cap-fintech-stock.html"
    },
    {
      "claim": "Klarna and Ulta Beauty Partner to Bring Flexible Payments to U.S. Beauty Shoppers",
      "confidence": 0.62,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Klarna and Ulta Beauty Partner to Bring Flexible Payments to U.S. Beauty Shoppers"
      },
      "source_id": "E1853",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-06-03T13:00:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/currencies/articles/klarna-ulta-beauty-partner-bring-130000784.html"
    },
    {
      "claim": "Affirm vs. Klarna: Which Technology Stock Is a Better Buy in 2026?",
      "confidence": 0.62,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Affirm vs. Klarna: Which Technology Stock Is a Better Buy in 2026?"
      },
      "source_id": "E1854",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-06-02T22:06:25+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/cbf7cb2a-1ee1-3d2c-b596-abb6127c7e32/affirm-vs.-klarna%3A-which.html"
    },
    {
      "claim": "Teleflex Prices $500 Million of 2032 Senior Notes",
      "confidence": 0.62,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Teleflex Prices $500 Million of 2032 Senior Notes"
      },
      "source_id": "E1855",
      "source_type": "news",
      "ticker": "TFX",
      "tier": 2,
      "timestamp": "2026-06-01T21:55:52+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/teleflex-prices-500-million-2032-215552906.html"
    },
    {
      "claim": "Teleflex Incorporated Announces Pricing of $500 Million Senior Notes Offering",
      "confidence": 0.62,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Teleflex Incorporated Announces Pricing of $500 Million Senior Notes Offering"
      },
      "source_id": "E1856",
      "source_type": "news",
      "ticker": "TFX",
      "tier": 2,
      "timestamp": "2026-06-01T21:40:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/teleflex-incorporated-announces-pricing-500-214000650.html"
    },
    {
      "claim": "TFX Stock Setup: Valuation, Leverage, and a Neutral Zacks Rank",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "TFX Stock Setup: Valuation, Leverage, and a Neutral Zacks Rank"
      },
      "source_id": "E1857",
      "source_type": "news",
      "ticker": "TFX",
      "tier": 2,
      "timestamp": "2026-06-01T14:13:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tfx-stock-setup-valuation-leverage-141300352.html"
    },
    {
      "claim": "Teleflex Begins Private Offering of $500 Million Senior Notes",
      "confidence": 0.62,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Teleflex Begins Private Offering of $500 Million Senior Notes"
      },
      "source_id": "E1858",
      "source_type": "news",
      "ticker": "TFX",
      "tier": 2,
      "timestamp": "2026-06-01T12:15:55+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/teleflex-begins-private-offering-500-121555139.html"
    },
    {
      "claim": "Here is What to Know Beyond Why Energy Fuels Inc (UUUU) is a Trending Stock",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Here is What to Know Beyond Why Energy Fuels Inc (UUUU) is a Trending Stock"
      },
      "source_id": "E1859",
      "source_type": "news",
      "ticker": "UUUU",
      "tier": 2,
      "timestamp": "2026-06-02T13:00:05+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/know-beyond-why-energy-fuels-130005916.html"
    },
    {
      "claim": "Assessing Elastic (ESTC) Valuation After Earnings Beat And Growing AI And Cloud Momentum",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Assessing Elastic (ESTC) Valuation After Earnings Beat And Growing AI And Cloud Momentum"
      },
      "source_id": "E1860",
      "source_type": "earnings",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-06-01T10:09:08+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/assessing-elastic-estc-valuation-earnings-100908357.html"
    },
    {
      "claim": "Is It Time To Reassess Main Street Capital (MAIN) After Its Recent Share Price Pullback?",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Is It Time To Reassess Main Street Capital (MAIN) After Its Recent Share Price Pullback?"
      },
      "source_id": "E1861",
      "source_type": "news",
      "ticker": "MAIN",
      "tier": 2,
      "timestamp": "2026-06-03T00:15:28+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/time-reassess-main-street-capital-001528645.html"
    },
    {
      "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $542.13B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "market_cap": "$542.13B",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1862",
      "source_type": "fundamentals",
      "ticker": "INTC",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 100.68; market cap/assets $254.38B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "market_cap": "$254.38B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "100.68",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1863",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "AMD fundamentals snapshot: PE 169.72; market cap/assets $850.11B; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Advanced Micro Devices, Inc. operates as a semiconductor company internationally. It operates in three segments: Data Center, Client and Gaming, and Embedded. The company offers artificial intelligence (AI) accelerators, microprocessors, and graphics processing units (GPUs) as s...",
        "gross_margin": "52.82%",
        "market_cap": "$850.11B",
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": "169.72",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/",
        "ticker": "AMD",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1864",
      "source_type": "fundamentals",
      "ticker": "AMD",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/"
    },
    {
      "claim": "PANW fundamentals snapshot: PE 247.89; market cap/assets $208.92B; revenue scale $10.61B; revenue QoQ 15.73%; revenue YoY 19.51%; gross margin 67.55%; net margin -5.90%; ROIC 2.21%.",
      "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%",
        "market_cap": "$208.92B",
        "name": "Palo Alto Networks, Inc.",
        "net_margin": "-5.90%",
        "pe_ratio": "247.89",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/",
        "ticker": "PANW",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1865",
      "source_type": "fundamentals",
      "ticker": "PANW",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/"
    },
    {
      "claim": "IBM fundamentals snapshot: PE 28.77; market cap/assets $309.44B; revenue scale $68.91B; revenue QoQ -19.15%; revenue YoY 9.68%; gross margin 56.23%; net margin 7.64%; ROIC 7.21%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "56.23%",
        "market_cap": "$309.44B",
        "name": "International Business Machines Corporation",
        "net_margin": "7.64%",
        "pe_ratio": "28.77",
        "revenue_growth_qoq": "-19.15%",
        "revenue_growth_yoy": "9.68%",
        "revenue_scale": "$68.91B",
        "roic": "7.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "IBM",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1866",
      "source_type": "fundamentals",
      "ticker": "IBM",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "WDC fundamentals snapshot: PE 29.95; market cap/assets $194.27B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "market_cap": "$194.27B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "29.95",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1867",
      "source_type": "fundamentals",
      "ticker": "WDC",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/"
    },
    {
      "claim": "CRDO fundamentals snapshot: PE 83.82; 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 internationally. It provides HiWire active electrical cables solutions, i...",
        "gross_margin": "68.21%",
        "market_cap": "$35.70B",
        "name": "Credo Technology Group Holding Ltd",
        "net_margin": "38.70%",
        "pe_ratio": "83.82",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crdo/",
        "ticker": "CRDO",
        "timestamp": "2026-06-03T13:41:24.485491+00:00"
      },
      "source_id": "E1868",
      "source_type": "fundamentals",
      "ticker": "CRDO",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:24.485491+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crdo/"
    },
    {
      "claim": "BE fundamentals snapshot: PE 12048.78; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC 4.46%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "12048.78",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": "4.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-06-03T13:41:24.489097+00:00"
      },
      "source_id": "E1869",
      "source_type": "fundamentals",
      "ticker": "BE",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:24.489097+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/"
    },
    {
      "claim": "GME fundamentals snapshot: PE 16.98; market cap/assets $10.86B; revenue scale $3.73B; revenue QoQ -24.3%; revenue YoY 14.05%; gross margin 40.74%; net margin 46.64%; ROIC 13.13%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "GameStop Corp., a specialty retailer, provides games, collectibles, and entertainment products through its stores and e-commerce platforms in United States, Australia and Europe. The company sells new and pre-owned gaming platforms; accessories, such as controllers, gaming heads...",
        "gross_margin": "40.74%",
        "market_cap": "$10.86B",
        "name": "GameStop Corp.",
        "net_margin": "46.64%",
        "pe_ratio": "16.98",
        "revenue_growth_qoq": "-24.3%",
        "revenue_growth_yoy": "14.05%",
        "revenue_scale": "$3.73B",
        "roic": "13.13%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gme/",
        "ticker": "GME",
        "timestamp": "2026-06-03T13:41:26.698230+00:00"
      },
      "source_id": "E1870",
      "source_type": "fundamentals",
      "ticker": "GME",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:26.698230+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gme/"
    },
    {
      "claim": "ULTA fundamentals snapshot: PE 18.00; market cap/assets $21.40B; revenue scale $12.71B; revenue QoQ -18.84%; revenue YoY 11.30%; gross margin 40.07%; net margin 10.76%; ROIC 23.11%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Ulta Beauty, Inc. operates as a specialty beauty retailer in the United States, Mexico, and Kuwait. The company offers branded and private label beauty products, including cosmetics, fragrance, haircare, skincare, bath and body products, professional hair products, and salon sty...",
        "gross_margin": "40.07%",
        "market_cap": "$21.40B",
        "name": "Ulta Beauty, Inc.",
        "net_margin": "10.76%",
        "pe_ratio": "18.00",
        "revenue_growth_qoq": "-18.84%",
        "revenue_growth_yoy": "11.30%",
        "revenue_scale": "$12.71B",
        "roic": "23.11%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ulta/",
        "ticker": "ULTA",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1871",
      "source_type": "fundamentals",
      "ticker": "ULTA",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ulta/"
    },
    {
      "claim": "ARM fundamentals snapshot: PE 474.01; market cap/assets $428.51B; revenue scale $4.92B; revenue QoQ 19.97%; revenue YoY 22.79%; gross margin 93.09%; net margin 21.01%; ROIC 8.42%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "93.09%",
        "market_cap": "$428.51B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "21.01%",
        "pe_ratio": "474.01",
        "revenue_growth_qoq": "19.97%",
        "revenue_growth_yoy": "22.79%",
        "revenue_scale": "$4.92B",
        "roic": "8.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1872",
      "source_type": "fundamentals",
      "ticker": "ARM",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/"
    },
    {
      "claim": "BX fundamentals snapshot: PE 28.28; market cap/assets $86.36B; revenue scale $14.99B; revenue QoQ -5.92%; revenue YoY 34.26%; gross margin 98.53%; net margin 15.84%; ROIC 15.14%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Blackstone Inc. is an alternative asset management firm specializing in private equity, venture capital, real estate, hedge fund solutions, credit, secondary funds of funds, public debt and equity and multi-asset class strategies. The firm typically invests in early-stage, seed,...",
        "gross_margin": "98.53%",
        "market_cap": "$86.36B",
        "name": "Blackstone Inc.",
        "net_margin": "15.84%",
        "pe_ratio": "28.28",
        "revenue_growth_qoq": "-5.92%",
        "revenue_growth_yoy": "34.26%",
        "revenue_scale": "$14.99B",
        "roic": "15.14%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bx/",
        "ticker": "BX",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1873",
      "source_type": "fundamentals",
      "ticker": "BX",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bx/"
    },
    {
      "claim": "KKR fundamentals snapshot: PE 28.36; market cap/assets $84.01B; revenue scale $19.99B; revenue QoQ -27.52%; revenue YoY 32.43%; gross margin 99.49%; net margin 10.13%; ROIC 0.79%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "KKR & Co. Inc. is a private equity and real estate investment firm specializing in direct and fund of fund investments. It specializes in acquisitions, leveraged buyouts, management buyouts, credit special situations, growth equity, mature, mezzanine, distressed, turnaround, low...",
        "gross_margin": "99.49%",
        "market_cap": "$84.01B",
        "name": "KKR & Co. Inc.",
        "net_margin": "10.13%",
        "pe_ratio": "28.36",
        "revenue_growth_qoq": "-27.52%",
        "revenue_growth_yoy": "32.43%",
        "revenue_scale": "$19.99B",
        "roic": "0.79%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/kkr/",
        "ticker": "KKR",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1874",
      "source_type": "fundamentals",
      "ticker": "KKR",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/kkr/"
    },
    {
      "claim": "ORCL fundamentals snapshot: PE 43.38; market cap/assets $703.17B; revenue scale $64.08B; revenue QoQ 7.05%; revenue YoY 14.87%; gross margin 62.16%; net margin 21.65%; ROIC 8.05%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Oracle Corporation offers products and services that address enterprise information technology environments worldwide. Its Oracle cloud software as a service offering include various cloud software applications, including Oracle Fusion cloud enterprise resource planning ERP, Ora...",
        "gross_margin": "62.16%",
        "market_cap": "$703.17B",
        "name": "Oracle Corporation",
        "net_margin": "21.65%",
        "pe_ratio": "43.38",
        "revenue_growth_qoq": "7.05%",
        "revenue_growth_yoy": "14.87%",
        "revenue_scale": "$64.08B",
        "roic": "8.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/",
        "ticker": "ORCL",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1875",
      "source_type": "fundamentals",
      "ticker": "ORCL",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/"
    },
    {
      "claim": "PLTR fundamentals snapshot: PE 159.88; market cap/assets $364.77B; revenue scale $5.22B; revenue QoQ 16.05%; revenue YoY 67.71%; gross margin 86.78%; net margin 53.32%; ROIC 19.53%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "86.78%",
        "market_cap": "$364.77B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "53.32%",
        "pe_ratio": "159.88",
        "revenue_growth_qoq": "16.05%",
        "revenue_growth_yoy": "67.71%",
        "revenue_scale": "$5.22B",
        "roic": "19.53%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1876",
      "source_type": "fundamentals",
      "ticker": "PLTR",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/"
    },
    {
      "claim": "AMAT fundamentals snapshot: PE 45.73; market cap/assets $389.08B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%.",
      "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%",
        "market_cap": "$389.08B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "45.73",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1877",
      "source_type": "fundamentals",
      "ticker": "AMAT",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/"
    },
    {
      "claim": "AVGO fundamentals snapshot: PE 91.33; market cap/assets $2.28T; revenue scale $68.28B; revenue QoQ 7.19%; revenue YoY 25.22%; gross margin 65.57%; net margin 38.06%; ROIC 16.42%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "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": "65.57%",
        "market_cap": "$2.28T",
        "name": "Broadcom Inc.",
        "net_margin": "38.06%",
        "pe_ratio": "91.33",
        "revenue_growth_qoq": "7.19%",
        "revenue_growth_yoy": "25.22%",
        "revenue_scale": "$68.28B",
        "roic": "16.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1878",
      "source_type": "fundamentals",
      "ticker": "AVGO",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/"
    },
    {
      "claim": "OKLO fundamentals snapshot: PE n/a; market cap/assets $11.87B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC -19.64%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Oklo Inc. develops fission power plants to provide energy at scale to customers in the United States. The company offers Aurora Powerhouse, which is designed to produce between 15 and up to 75 megawatts of electricity. It is also commercializing nuclear fuel recycling and fuel f...",
        "gross_margin": null,
        "market_cap": "$11.87B",
        "name": "Oklo Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": "-19.64%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/",
        "ticker": "OKLO",
        "timestamp": "2026-06-03T13:41:29.973926+00:00"
      },
      "source_id": "E1879",
      "source_type": "fundamentals",
      "ticker": "OKLO",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:29.973926+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/"
    },
    {
      "claim": "SMCI fundamentals snapshot: PE 25.39; market cap/assets $30.17B; revenue scale $33.70B; revenue QoQ -19.23%; revenue YoY 56.24%; gross margin 9.95%; net margin 4.72%; ROIC 6.44%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Super Micro Computer, Inc., together with its subsidiaries, develops and sells server and storage solutions based on modular and open-standard architecture in the United States, Asia, Europe, and internationally. The company provides liquid and air-cooled AI servers for training...",
        "gross_margin": "9.95%",
        "market_cap": "$30.17B",
        "name": "Super Micro Computer, Inc.",
        "net_margin": "4.72%",
        "pe_ratio": "25.39",
        "revenue_growth_qoq": "-19.23%",
        "revenue_growth_yoy": "56.24%",
        "revenue_scale": "$33.70B",
        "roic": "6.44%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/smci/",
        "ticker": "SMCI",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1880",
      "source_type": "fundamentals",
      "ticker": "SMCI",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/smci/"
    },
    {
      "claim": "ASML fundamentals snapshot: PE 65.66; market cap/assets $657.28B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%.",
      "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%",
        "market_cap": "$657.28B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "65.66",
        "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/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1881",
      "source_type": "fundamentals",
      "ticker": "ASML",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/"
    },
    {
      "claim": "CSCO fundamentals snapshot: PE 42.17; market cap/assets $504.32B; revenue scale $60.75B; revenue QoQ 3.21%; revenue YoY 9.21%; gross margin 63.63%; net margin 21.29%; ROIC 11.30%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "63.63%",
        "market_cap": "$504.32B",
        "name": "Cisco Systems, Inc.",
        "net_margin": "21.29%",
        "pe_ratio": "42.17",
        "revenue_growth_qoq": "3.21%",
        "revenue_growth_yoy": "9.21%",
        "revenue_scale": "$60.75B",
        "roic": "11.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "CSCO",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1882",
      "source_type": "fundamentals",
      "ticker": "CSCO",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "SNDK fundamentals snapshot: PE 53.91; market cap/assets $242.96B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "78.35%",
        "market_cap": "$242.96B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "53.91",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "SNDK",
        "timestamp": "2026-05-28T00:00:00+00:00"
      },
      "source_id": "E1883",
      "source_type": "fundamentals",
      "ticker": "SNDK",
      "tier": 2,
      "timestamp": "2026-05-28T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "MU fundamentals snapshot: PE 49.77; market cap/assets $1.20T; revenue scale $58.12B; revenue QoQ 74.89%; revenue YoY 85.55%; gross margin 74.39%; net margin 57.79%; ROIC 27.78%.",
      "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": "74.39%",
        "market_cap": "$1.20T",
        "name": "Micron Technology, Inc.",
        "net_margin": "57.79%",
        "pe_ratio": "49.77",
        "revenue_growth_qoq": "74.89%",
        "revenue_growth_yoy": "85.55%",
        "revenue_scale": "$58.12B",
        "roic": "27.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1884",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "MDT fundamentals snapshot: PE 20.51; market cap/assets $94.65B; revenue scale $35.48B; revenue QoQ 0.64%; revenue YoY 6.88%; gross margin 64.88%; net margin 12.67%; ROIC 6.93%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Medtronic plc develops, manufactures, and sells device-based medical therapies to healthcare systems, physicians, clinicians, and patients in the United States, Ireland, and internationally. The Cardiovascular Portfolio segment offers implantable cardiac pacemakers, cardioverter...",
        "gross_margin": "64.88%",
        "market_cap": "$94.65B",
        "name": "Medtronic plc",
        "net_margin": "12.67%",
        "pe_ratio": "20.51",
        "revenue_growth_qoq": "0.64%",
        "revenue_growth_yoy": "6.88%",
        "revenue_scale": "$35.48B",
        "roic": "6.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mdt/",
        "ticker": "MDT",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1885",
      "source_type": "fundamentals",
      "ticker": "MDT",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mdt/"
    },
    {
      "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale $507.00M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": null,
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$507.00M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-06-03T13:41:31.980449+00:00"
      },
      "source_id": "E1886",
      "source_type": "fundamentals",
      "ticker": "AAOI",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:31.980449+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/"
    },
    {
      "claim": "TSM fundamentals snapshot: PE 33.53; 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 n/a.",
      "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%",
        "market_cap": "$2.05T",
        "name": "Taiwan Semiconductor Manufacturing Company Limited",
        "net_margin": "50.51%",
        "pe_ratio": "33.53",
        "revenue_growth_qoq": "+8.4%",
        "revenue_growth_yoy": "35.13%",
        "revenue_scale": "$4.10T",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/",
        "ticker": "TSM",
        "timestamp": "2026-06-03T13:41:32.377384+00:00"
      },
      "source_id": "E1887",
      "source_type": "fundamentals",
      "ticker": "TSM",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:32.377384+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/"
    },
    {
      "claim": "LITE fundamentals snapshot: PE 167.74; market cap/assets $73.79B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 44.16%; net margin 17.84%; ROIC 3.37%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates through two segments, Cloud & Networking and Industrial Tech. The Cloud & Networking segment offers optical and photoni...",
        "gross_margin": "44.16%",
        "market_cap": "$73.79B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "167.74",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-06-02T00:00:00+00:00"
      },
      "source_id": "E1888",
      "source_type": "fundamentals",
      "ticker": "LITE",
      "tier": 2,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/"
    },
    {
      "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.94M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$84.94M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-06-03T13:41:33.046150+00:00"
      },
      "source_id": "E1889",
      "source_type": "fundamentals",
      "ticker": "ASTS",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:33.046150+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/"
    },
    {
      "claim": "CG fundamentals snapshot: PE 28.47; market cap/assets $18.52B; revenue scale $3.25B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "The Carlyle Group Inc. is an investment firm specializing in direct and fund of fund investments. Within direct investments, it specializes in management-led/ Leveraged buyouts, privatizations, divestitures, strategic minority equity investments, structured credit, global distre...",
        "gross_margin": null,
        "market_cap": "$18.52B",
        "name": "The Carlyle Group Inc.",
        "net_margin": null,
        "pe_ratio": "28.47",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.25B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cg/",
        "ticker": "CG",
        "timestamp": "2026-06-03T13:41:33.176810+00:00"
      },
      "source_id": "E1890",
      "source_type": "fundamentals",
      "ticker": "CG",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:33.176810+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cg/"
    },
    {
      "claim": "UEC fundamentals snapshot: PE n/a; market cap/assets $7.11B; revenue scale $20.20M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Uranium Energy Corp., together with its subsidiaries, engages in exploration, pre-extraction, extraction, and processing of uranium and titanium concentrates properties in the United States, Canada, and the Republic of Paraguay. The company was formerly known as Carlin Gold Inc....",
        "gross_margin": null,
        "market_cap": "$7.11B",
        "name": "Uranium Energy Corp.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$20.20M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/uec/",
        "ticker": "UEC",
        "timestamp": "2026-06-03T13:41:33.177197+00:00"
      },
      "source_id": "E1891",
      "source_type": "fundamentals",
      "ticker": "UEC",
      "tier": 2,
      "timestamp": "2026-06-03T13:41:33.177197+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260602-224032-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/uec/"
    }
  ],
  "generated_at": "2026-06-03T13:41:42.133909+00:00",
  "market_regime": "Mixed regime; prioritize evidence-backed dispersion and keep hedge candidates visible.",
  "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": "2026-06-03T13:41:44.121702+00:00"
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  "session": "premarket"
}