{
  "ticker": {
    "uuid": "260804af-1e63-48d6-ab38-61fb63ac7657",
    "symbol": "SQ",
    "name": "Sahakol Equipment Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "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": -72.772,
    "architecture_energy": 52.34,
    "architecture_maturity": 100.0,
    "architecture_confidence": 86.32,
    "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": 26.69,
        "rotation_up": 28.6,
        "upward_expansion": 8.15,
        "deceleration": 60.06,
        "rotation_down": 44.83,
        "downward_expansion": 76.82
      },
      "activity_lines": [
        0.186667,
        0.188727,
        0.203619,
        0.223441
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 0.17,
    "trend_reference": 0.251667,
    "distance_from_trend": -0.324503,
    "trend_direction": "Weakening",
    "fair_value": 0.732519,
    "distance_from_fair_value": -0.767924,
    "fair_value_direction": "Weakening",
    "relative_strength": -57.410405,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.346154,
    "excess_performance": -0.538479,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.324503,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.197662,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.767924,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.09995,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.574104,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.069979,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.346154,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.33969,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 7107200,
      "relative_activity": 2.120549,
      "balance": 0.33969,
      "dry_up": 0.925831,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.144796,
      "annualized_volatility": 0.755096,
      "from_high_reference": -0.77027,
      "from_low_reference": 0.0
    },
    "levels": {
      "trend_reference": 0.251667,
      "fair_value_reference": 0.732519,
      "structural_low": 0.17,
      "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": -0.016271,
        "positive_rate": 0.369565,
        "directional_follow_through": 0.608696,
        "median_excess_return": -0.025952,
        "regime_survival": 0.869565,
        "best_return": 0.223881,
        "worst_return": -0.297297,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 16,
        "median_return": -0.056716,
        "positive_rate": 0.25,
        "directional_follow_through": 0.6875,
        "median_excess_return": -0.077348,
        "regime_survival": 0.75,
        "best_return": 0.081817,
        "worst_return": -0.357143,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 9,
        "median_return": -0.177083,
        "positive_rate": 0.111111,
        "directional_follow_through": 0.888889,
        "median_excess_return": -0.088424,
        "regime_survival": 0.888889,
        "best_return": 0.112351,
        "worst_return": -0.55,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.272993,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.210736,
        "regime_survival": 0.75,
        "best_return": -0.139137,
        "worst_return": -0.569767,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
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        "color": "blue",
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        "end": "2023-04-28",
        "tenure": "Developing",
        "return": -0.08273,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2023-12-22",
        "tenure": "Extended",
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      },
      {
        "regime": "balance",
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        "color": "blue",
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        "end": "2024-01-05",
        "tenure": "New",
        "return": 0.043859,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2024-01-26",
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        "return": -0.008065,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "active": false
      },
      {
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        "return": 0.072377,
        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2024-05-31",
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        "return": -0.025862,
        "active": false
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      {
        "regime": "balance",
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        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "color": "orange",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      {
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      },
      {
        "regime": "downward_expansion",
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      },
      {
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      {
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        "active": true
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    ],
    "chart_path": [
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        "typical_volume": 3175335.0,
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      },
      {
        "date": "2026-07-24",
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        "volume": 1169200,
        "typical_volume": 3086405.0,
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        "stage": 4,
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        "direction": -45.415919,
        "energy": 40.197319,
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          0.200667,
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      },
      {
        "date": "2026-07-31",
        "close": 0.18,
        "volume": 3266800,
        "typical_volume": 3105230.0,
        "trend": 0.258333,
        "fair_value": 0.73824,
        "relative_strength": -56.751091,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.537316,
        "energy": 43.116219,
        "activity_lines": [
          0.195333,
          0.192727,
          0.209286,
          0.22914
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      },
      {
        "date": "2026-08-07",
        "close": 0.17,
        "volume": 7107200,
        "typical_volume": 3351585.0,
        "trend": 0.251667,
        "fair_value": 0.732519,
        "relative_strength": -57.410405,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -72.771542,
        "energy": 52.340381,
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          0.186667,
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          0.203619,
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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."
    }
  }
}