{
  "ticker": {
    "uuid": "4effb485-2feb-4153-857c-c4ce46cc3459",
    "symbol": "WHS",
    "name": "The Warehouse Group Limited",
    "exchange": "NZE",
    "country": "NZ",
    "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": "^NZ50",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -63.174,
    "architecture_energy": 43.017,
    "architecture_maturity": 100.0,
    "architecture_confidence": 84.303,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 23.34,
        "rotation_up": 27.91,
        "upward_expansion": 11.03,
        "deceleration": 55.36,
        "rotation_down": 43.26,
        "downward_expansion": 73.03
      },
      "activity_lines": [
        0.589667,
        0.590455,
        0.608333,
        0.630667
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 0.58,
    "trend_reference": 0.6625,
    "distance_from_trend": -0.124528,
    "trend_direction": "Weakening",
    "fair_value": 1.037413,
    "distance_from_fair_value": -0.440917,
    "fair_value_direction": "Weakening",
    "relative_strength": -21.423525,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.236842,
    "excess_performance": -0.265116,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.124528,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.07794,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.440917,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.011301,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.214235,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.039323,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.236842,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.907296,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 150292,
      "relative_activity": 0.618726,
      "balance": 0.907296,
      "dry_up": 0.799645,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.059019,
      "annualized_volatility": 0.297718,
      "from_high_reference": -0.309524,
      "from_low_reference": 0.06422
    },
    "levels": {
      "trend_reference": 0.6625,
      "fair_value_reference": 1.037413,
      "structural_low": 0.545,
      "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": 46,
        "median_return": -0.033101,
        "positive_rate": 0.282609,
        "directional_follow_through": 0.717391,
        "median_excess_return": -0.029835,
        "regime_survival": 0.891304,
        "best_return": 0.42,
        "worst_return": -0.225941,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 15,
        "median_return": -0.056521,
        "positive_rate": 0.266667,
        "directional_follow_through": 0.733333,
        "median_excess_return": -0.074134,
        "regime_survival": 0.8,
        "best_return": 0.113794,
        "worst_return": -0.330739,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.145273,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.180066,
        "regime_survival": 0.75,
        "best_return": 0.100495,
        "worst_return": -0.424873,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.260481,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.326338,
        "regime_survival": 1.0,
        "best_return": -0.124021,
        "worst_return": -0.437757,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2022-10-07",
        "end": "2022-10-21",
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        "return": -0.049231,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-10-28",
        "end": "2023-08-11",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "tenure": "Developing",
        "return": -0.022472,
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      {
        "regime": "balance",
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        "return": 0.046512,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2023-12-22",
        "tenure": "New",
        "return": -0.075145,
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        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2024-07-19",
        "tenure": "Extended",
        "return": -0.255486,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-08-02",
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        "return": -0.15493,
        "active": false
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      {
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        "active": false
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      {
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      {
        "regime": "balance",
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      {
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    ],
    "chart_path": [
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        "date": "2026-04-24",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 250062.85,
        "trend": 0.6765,
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        "relative_strength": -20.459725,
        "stage": 4,
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        "direction": -61.20127,
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          0.588333,
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          0.62231,
          0.646237
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      },
      {
        "date": "2026-07-24",
        "close": 0.615,
        "volume": 273951,
        "typical_volume": 242342.05,
        "trend": 0.672333,
        "fair_value": 1.05102,
        "relative_strength": -17.694754,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.206132,
        "energy": 42.628421,
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          0.598,
          0.598182,
          0.61931,
          0.642269
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      },
      {
        "date": "2026-07-31",
        "close": 0.58,
        "volume": 234168,
        "typical_volume": 244280.2,
        "trend": 0.6675,
        "fair_value": 1.044246,
        "relative_strength": -21.327501,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.277983,
        "energy": 41.637029,
        "activity_lines": [
          0.593667,
          0.593636,
          0.613524,
          0.636312
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.58,
        "volume": 150292,
        "typical_volume": 242905.65,
        "trend": 0.6625,
        "fair_value": 1.037413,
        "relative_strength": -21.423525,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.173825,
        "energy": 43.016541,
        "activity_lines": [
          0.589667,
          0.590455,
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          0.630667
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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."
    }
  }
}