{
  "ticker": {
    "uuid": "787baf85-61b0-4690-8572-35ec108dab8a",
    "symbol": "LIN",
    "name": "Linde plc",
    "exchange": "VIE",
    "country": "AT",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^ATX",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 9.235,
    "architecture_energy": 21.039,
    "architecture_maturity": 57.189,
    "architecture_confidence": 73.381,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 48.82,
        "rotation_up": 19.72,
        "upward_expansion": 52.2,
        "deceleration": 88.32,
        "rotation_down": 43.36,
        "downward_expansion": 27.2
      },
      "activity_lines": [
        434.333335,
        444.407272,
        442.084269,
        437.038721
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 425.600006,
    "trend_reference": 426.609824,
    "distance_from_trend": -0.002367,
    "trend_direction": "Improving",
    "fair_value": 397.300954,
    "distance_from_fair_value": 0.071228,
    "fair_value_direction": "Weakening",
    "relative_strength": -14.412258,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.11669,
    "excess_performance": -0.057557,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.002367,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.075026,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.071228,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.013409,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.144123,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.043161,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.11669,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.654545,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 83,
      "relative_activity": 8.972973,
      "balance": 1.654545,
      "dry_up": 3.108108,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.042543,
      "annualized_volatility": 0.22927,
      "from_high_reference": -0.109623,
      "from_low_reference": 0.28302
    },
    "levels": {
      "trend_reference": 426.609824,
      "fair_value_reference": 397.300954,
      "structural_low": 374.551744,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 16,
        "median_return": 0.021731,
        "positive_rate": 0.8125,
        "directional_follow_through": 0.8125,
        "median_excess_return": 0.0073,
        "regime_survival": 0.5,
        "best_return": 0.115579,
        "worst_return": -0.068425,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.068264,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.041699,
        "regime_survival": 0.333333,
        "best_return": 0.153059,
        "worst_return": 0.014678,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.118063,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.079328,
        "regime_survival": 0.0,
        "best_return": 0.226196,
        "worst_return": -0.07657,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.11603,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.132624,
        "regime_survival": 0.0,
        "best_return": 0.231325,
        "worst_return": 0.099662,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-05-03",
        "end": "2024-08-23",
        "tenure": "Established",
        "return": 0.065439,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-08-30",
        "end": "2024-09-27",
        "tenure": "Developing",
        "return": 0.014495,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-04",
        "end": "2024-11-15",
        "tenure": "Developing",
        "return": 0.001884,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-22",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.066588,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.04115,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-31",
        "end": "2025-02-14",
        "tenure": "New",
        "return": 0.027027,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.023171,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-04",
        "end": "2025-04-04",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-08-15",
        "tenure": "Established",
        "return": 0.076066,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-22",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": -0.065044,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2026-01-30",
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        "return": -0.004078,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "Developing",
        "return": 0.140829,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
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        "regime": "deceleration",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
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        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
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        "energy": 43.349241,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 420.406036,
        "volume": 6,
        "typical_volume": 7.35,
        "trend": 390.915842,
        "fair_value": 387.60051,
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        "stage": 3,
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        "modifier": "Early expansion",
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        "energy": 34.588781,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "trend": 392.744167,
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        "relative_strength": -6.148283,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "direction": 67.759331,
        "energy": 47.724767,
        "activity_lines": [
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          408.256289
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      },
      {
        "date": "2026-05-22",
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        "volume": 1,
        "typical_volume": 7.75,
        "trend": 394.811814,
        "fair_value": 389.086122,
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        "stage": 2,
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        "modifier": "Established expansion",
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        "energy": 53.170925,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "volume": 0,
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      },
      {
        "date": "2026-06-05",
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        "volume": 0,
        "typical_volume": 7.55,
        "trend": 399.508086,
        "fair_value": 390.493603,
        "relative_strength": -7.136722,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 7.55,
        "trend": 402.486528,
        "fair_value": 391.276817,
        "relative_strength": -7.048535,
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        "modifier": "Established expansion",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "volume": 0,
        "typical_volume": 7.05,
        "trend": 408.938886,
        "fair_value": 392.813525,
        "relative_strength": -7.142655,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
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        "energy": 76.427061,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 473.0,
        "volume": 0,
        "typical_volume": 5.7,
        "trend": 413.26977,
        "fair_value": 393.776709,
        "relative_strength": -5.878936,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 86.271341,
        "energy": 87.708515,
        "activity_lines": [
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          439.429058,
          429.803558
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      },
      {
        "date": "2026-07-10",
        "close": 465.0,
        "volume": 23,
        "typical_volume": 5.35,
        "trend": 417.01522,
        "fair_value": 394.682446,
        "relative_strength": -5.936857,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 71.947933,
        "energy": 78.498147,
        "activity_lines": [
          461.986664,
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      },
      {
        "date": "2026-07-17",
        "close": 455.399994,
        "volume": 11,
        "typical_volume": 5.9,
        "trend": 420.254722,
        "fair_value": 395.477642,
        "relative_strength": -5.761696,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 65.230586,
        "energy": 67.962596,
        "activity_lines": [
          461.01333,
          454.668548,
          444.3335,
          435.617429
        ]
      },
      {
        "date": "2026-07-24",
        "close": 448.799988,
        "volume": 1,
        "typical_volume": 4.55,
        "trend": 423.274224,
        "fair_value": 396.194165,
        "relative_strength": -8.041967,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.643088,
        "energy": 50.852895,
        "activity_lines": [
          457.599994,
          454.623787,
          445.431711,
          437.459059
        ]
      },
      {
        "date": "2026-07-31",
        "close": 416.200012,
        "volume": 20,
        "typical_volume": 5.15,
        "trend": 425.041035,
        "fair_value": 396.723903,
        "relative_strength": -14.235107,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 11.79763,
        "energy": 11.845599,
        "activity_lines": [
          443.026666,
          448.407202,
          443.266085,
          437.002658
        ]
      },
      {
        "date": "2026-08-07",
        "close": 425.600006,
        "volume": 83,
        "typical_volume": 9.25,
        "trend": 426.609824,
        "fair_value": 397.300954,
        "relative_strength": -14.412258,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.235435,
        "energy": 21.03851,
        "activity_lines": [
          434.333335,
          444.407272,
          442.084269,
          437.038721
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}