{
  "ticker": {
    "uuid": "45211124-15ef-4070-b666-7e56bde1335a",
    "symbol": "FERG",
    "name": "Ferguson Plc",
    "exchange": "NYSE",
    "country": "US",
    "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": "SPY",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 58.62,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": 7.862,
    "architecture_energy": 13.199,
    "architecture_maturity": 25.752,
    "architecture_confidence": 70.846,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 63.98,
        "rotation_up": 34.4,
        "upward_expansion": 29.37,
        "deceleration": 43.84,
        "rotation_down": 24.46,
        "downward_expansion": 47.04
      },
      "activity_lines": [
        240.285333,
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        236.344908,
        237.417739
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 256.69,
    "trend_reference": 240.296813,
    "distance_from_trend": 0.068221,
    "trend_direction": "Weakening",
    "fair_value": 202.151761,
    "distance_from_fair_value": 0.269789,
    "fair_value_direction": "Improving",
    "relative_strength": -3.529062,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.015425,
    "excess_performance": -0.14105,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.068221,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.000206,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.269789,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.036884,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.035291,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.036187,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.015425,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.615505,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 64830836,
      "relative_activity": 6.856497,
      "balance": 3.615505,
      "dry_up": 2.221066,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.054382,
      "annualized_volatility": 0.328401,
      "from_high_reference": -0.047611,
      "from_low_reference": 0.255464
    },
    "levels": {
      "trend_reference": 240.296813,
      "fair_value_reference": 202.151761,
      "structural_low": 213.660399,
      "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": 13,
        "median_return": -0.033276,
        "positive_rate": 0.307692,
        "directional_follow_through": 0.307692,
        "median_excess_return": -0.024187,
        "regime_survival": 0.538462,
        "best_return": 0.211324,
        "worst_return": -0.137357,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.057554,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.055297,
        "regime_survival": 0.5,
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        "worst_return": -0.105752,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.223176,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.194952,
        "regime_survival": 0.0,
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        "worst_return": -0.166231,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
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        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.052299,
        "regime_survival": 0.0,
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        "worst_return": 0.043411,
        "sufficient": false
      }
    ],
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        "regime": "rotation_down",
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      {
        "regime": "balance",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "active": false
      },
      {
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      {
        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
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      {
        "regime": "upward_expansion",
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        "date": "2026-04-17",
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        "date": "2026-06-05",
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      },
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      },
      {
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      },
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        "fair_value": 199.927709,
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 6613481.65,
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        "fair_value": 200.451723,
        "relative_strength": -9.775628,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 20.650162,
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      },
      {
        "date": "2026-07-24",
        "close": 230.67,
        "volume": 4957178,
        "typical_volume": 6507885.7,
        "trend": 239.271599,
        "fair_value": 200.948537,
        "relative_strength": -9.580476,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.858229,
        "energy": 30.638872,
        "activity_lines": [
          230.86,
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      },
      {
        "date": "2026-07-31",
        "close": 234.33,
        "volume": 7937626,
        "typical_volume": 6555868.45,
        "trend": 239.640408,
        "fair_value": 201.482174,
        "relative_strength": -8.928477,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -46.21925,
        "energy": 22.919266,
        "activity_lines": [
          231.703333,
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      },
      {
        "date": "2026-08-07",
        "close": 256.69,
        "volume": 64830836,
        "typical_volume": 9455387.65,
        "trend": 240.296813,
        "fair_value": 202.151761,
        "relative_strength": -3.529062,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 7.861556,
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        "activity_lines": [
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      }
    ],
    "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."
    }
  }
}