{
  "ticker": {
    "uuid": "33961250-9fab-4ba6-992c-2a64de6dd900",
    "symbol": "DDS",
    "name": "Dillard's, Inc.",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 63.918,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -9.478,
    "architecture_energy": 11.374,
    "architecture_maturity": 20.255,
    "architecture_confidence": 53.802,
    "architecture_tenure": "New",
    "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": 59.04,
        "rotation_up": 35.5,
        "upward_expansion": 25.32,
        "deceleration": 39.52,
        "rotation_down": 22.35,
        "downward_expansion": 50.32
      },
      "activity_lines": [
        582.893645,
        572.474616,
        572.956542,
        578.107869
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 612.14,
    "trend_reference": 590.721689,
    "distance_from_trend": 0.036258,
    "trend_direction": "Weakening",
    "fair_value": 438.792046,
    "distance_from_fair_value": 0.395057,
    "fair_value_direction": "Improving",
    "relative_strength": -7.84836,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.081093,
    "excess_performance": -0.206717,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.036258,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.03471,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.395057,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.035515,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.078484,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.009538,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.081093,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.075256,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 564354,
      "relative_activity": 1.028252,
      "balance": 2.075256,
      "dry_up": 1.070818,
      "accumulation_observations": 7,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.080307,
      "annualized_volatility": 0.325362,
      "from_high_reference": -0.137809,
      "from_low_reference": 0.401468
    },
    "levels": {
      "trend_reference": 590.721689,
      "fair_value_reference": 438.792046,
      "structural_low": 502.632298,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 15,
        "median_return": 0.082619,
        "positive_rate": 0.533333,
        "directional_follow_through": 0.533333,
        "median_excess_return": 0.001961,
        "regime_survival": 0.466667,
        "best_return": 0.247794,
        "worst_return": -0.15832,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.244065,
        "positive_rate": 0.625,
        "directional_follow_through": 0.625,
        "median_excess_return": 0.192057,
        "regime_survival": 0.25,
        "best_return": 0.434263,
        "worst_return": -0.147498,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.453114,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.387669,
        "regime_survival": 0.0,
        "best_return": 0.736451,
        "worst_return": 0.125967,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.422875,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.177897,
        "regime_survival": 0.333333,
        "best_return": 0.632079,
        "worst_return": 0.124024,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-12-27",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.144888,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-07",
        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.038027,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-21",
        "end": "2025-04-18",
        "tenure": "Developing",
        "return": -0.088451,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.179825,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-06-27",
        "tenure": "New",
        "return": 0.032099,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-08",
        "tenure": "Developing",
        "return": 0.033457,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-15",
        "end": "2026-01-23",
        "tenure": "Established",
        "return": 0.272518,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-03-20",
        "tenure": "Developing",
        "return": -0.027257,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": 0.09203,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": -0.054216,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2026-06-05",
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        "return": 0.125452,
        "active": false
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      {
        "regime": "balance",
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        "return": -0.140871,
        "active": false
      },
      {
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      {
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        "return": 0.0,
        "active": true
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    ],
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      {
        "date": "2026-04-24",
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        "date": "2026-05-08",
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      },
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        "date": "2026-06-05",
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      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 552359.15,
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        "stage": 4,
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        "direction": -52.625018,
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      },
      {
        "date": "2026-07-24",
        "close": 568.05,
        "volume": 560575,
        "typical_volume": 541887.6,
        "trend": 594.617329,
        "fair_value": 434.911933,
        "relative_strength": -10.240348,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.115356,
        "energy": 42.819218,
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      },
      {
        "date": "2026-07-31",
        "close": 588.34,
        "volume": 734761,
        "typical_volume": 549150.4,
        "trend": 593.008456,
        "fair_value": 436.862039,
        "relative_strength": -8.163561,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -38.348613,
        "energy": 20.499887,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 612.14,
        "volume": 564354,
        "typical_volume": 548847.85,
        "trend": 590.721689,
        "fair_value": 438.792046,
        "relative_strength": -7.84836,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -9.477999,
        "energy": 11.373602,
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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."
    }
  }
}