{
  "ticker": {
    "uuid": "4d3c1b6e-4b81-4420-9425-c13e115cd229",
    "symbol": "SPG",
    "name": "Siam Pan Group 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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 76.558,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 59.334,
    "architecture_energy": 49.55,
    "architecture_maturity": 5.212,
    "architecture_confidence": 65.307,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 29.82,
        "rotation_up": 64.28,
        "upward_expansion": 84.79,
        "deceleration": 45.74,
        "rotation_down": 12.66,
        "downward_expansion": 9.12
      },
      "activity_lines": [
        11.233333,
        11.092727,
        10.940476,
        10.908234
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 11.3,
    "trend_reference": 10.863763,
    "distance_from_trend": 0.040155,
    "trend_direction": "Improving",
    "fair_value": 12.129882,
    "distance_from_fair_value": -0.068416,
    "fair_value_direction": "Improving",
    "relative_strength": -11.214724,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.088226,
    "excess_performance": -0.104099,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.040155,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.013258,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.068416,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.066557,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.112147,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.057334,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.088226,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.20235,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2000,
      "relative_activity": 0.222346,
      "balance": 0.20235,
      "dry_up": 0.216787,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.044929,
      "annualized_volatility": 0.290312,
      "from_high_reference": -0.070822,
      "from_low_reference": 0.118455
    },
    "levels": {
      "trend_reference": 10.863763,
      "fair_value_reference": 12.129882,
      "structural_low": 10.2,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": 0.0,
        "positive_rate": 0.375,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.010269,
        "regime_survival": 0.625,
        "best_return": 0.027778,
        "worst_return": -0.088608,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.007101,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.011215,
        "regime_survival": 0.25,
        "best_return": 0.014022,
        "worst_return": -0.094937,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.022085,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.006617,
        "regime_survival": 0.0,
        "best_return": 0.025,
        "worst_return": -0.120253,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.082959,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.006522,
        "regime_survival": 0.0,
        "best_return": -0.080695,
        "worst_return": -0.085224,
        "sufficient": false
      }
    ],
    "ledger": [
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        "color": "red",
        "start": "2024-12-06",
        "end": "2025-03-07",
        "tenure": "Established",
        "return": -0.088235,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "New",
        "return": -0.1,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
        "return": -0.125926,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
      },
      {
        "regime": "balance",
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      {
        "regime": "rotation_up",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "tenure": "New",
        "return": 0.0625,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "end": "2025-11-28",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "tenure": "Developing",
        "return": 0.0,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "regime": "upward_expansion",
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        "active": true
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        "date": "2026-05-01",
        "close": 10.7,
        "volume": 5800,
        "typical_volume": 46730.0,
        "trend": 10.777957,
        "fair_value": 12.386391,
        "relative_strength": -17.046361,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -38.566163,
        "energy": 21.961668,
        "activity_lines": [
          10.6,
          10.669443,
          10.769508,
          10.732209
        ]
      },
      {
        "date": "2026-05-08",
        "close": 10.7,
        "volume": 2900,
        "typical_volume": 46810.0,
        "trend": 10.744838,
        "fair_value": 12.369556,
        "relative_strength": -16.948145,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -17.488943,
        "energy": 11.453016,
        "activity_lines": [
          10.64,
          10.65824,
          10.769601,
          10.72718
        ]
      },
      {
        "date": "2026-05-15",
        "close": 11.0,
        "volume": 12400,
        "typical_volume": 47140.0,
        "trend": 10.727957,
        "fair_value": 12.349684,
        "relative_strength": -15.127615,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 15.70098,
        "energy": 7.92784,
        "activity_lines": [
          10.766667,
          10.706041,
          10.796313,
          10.743642
        ]
      },
      {
        "date": "2026-05-22",
        "close": 10.9,
        "volume": 34300,
        "typical_volume": 48840.0,
        "trend": 10.71086,
        "fair_value": 12.331376,
        "relative_strength": -16.419133,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 34.834075,
        "energy": 20.143632,
        "activity_lines": [
          10.833333,
          10.736364,
          10.809677,
          10.754741
        ]
      },
      {
        "date": "2026-05-29",
        "close": 10.8,
        "volume": 19800,
        "typical_volume": 49550.0,
        "trend": 10.721613,
        "fair_value": 12.312426,
        "relative_strength": -18.204113,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 32.250585,
        "energy": 20.140713,
        "activity_lines": [
          10.846667,
          10.752727,
          10.810614,
          10.760492
        ]
      },
      {
        "date": "2026-06-05",
        "close": 10.5,
        "volume": 16600,
        "typical_volume": 50190.0,
        "trend": 10.700537,
        "fair_value": 12.290451,
        "relative_strength": -20.587958,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 16.627395,
        "energy": 10.496384,
        "activity_lines": [
          10.74,
          10.72,
          10.780553,
          10.746195
        ]
      },
      {
        "date": "2026-06-12",
        "close": 10.8,
        "volume": 2000,
        "typical_volume": 50255.0,
        "trend": 10.689462,
        "fair_value": 12.2704,
        "relative_strength": -18.200885,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 30.083147,
        "energy": 11.41291,
        "activity_lines": [
          10.746667,
          10.741818,
          10.778064,
          10.752612
        ]
      },
      {
        "date": "2026-06-19",
        "close": 10.5,
        "volume": 3900,
        "typical_volume": 50450.0,
        "trend": 10.671505,
        "fair_value": 12.248425,
        "relative_strength": -18.776239,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -13.406534,
        "energy": 14.575844,
        "activity_lines": [
          10.646667,
          10.703636,
          10.745023,
          10.740388
        ]
      },
      {
        "date": "2026-06-26",
        "close": 11.0,
        "volume": 500,
        "typical_volume": 50475.0,
        "trend": 10.692043,
        "fair_value": 12.230758,
        "relative_strength": -12.671092,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 22.794542,
        "energy": 11.262848,
        "activity_lines": [
          10.746667,
          10.758182,
          10.759048,
          10.761582
        ]
      },
      {
        "date": "2026-07-03",
        "close": 11.0,
        "volume": 2100,
        "typical_volume": 50425.0,
        "trend": 10.71258,
        "fair_value": 12.21309,
        "relative_strength": -15.890215,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 42.898483,
        "energy": 23.072109,
        "activity_lines": [
          10.84,
          10.805455,
          10.770138,
          10.78145
        ]
      },
      {
        "date": "2026-07-10",
        "close": 11.0,
        "volume": 3000,
        "typical_volume": 49925.0,
        "trend": 10.739355,
        "fair_value": 12.195423,
        "relative_strength": -15.895811,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 42.375576,
        "energy": 35.460357,
        "activity_lines": [
          10.92,
          10.843636,
          10.786759,
          10.799993
        ]
      },
      {
        "date": "2026-07-17",
        "close": 11.0,
        "volume": 3300,
        "typical_volume": 25605.0,
        "trend": 10.763011,
        "fair_value": 12.177756,
        "relative_strength": -16.400147,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 44.177923,
        "energy": 35.487117,
        "activity_lines": [
          10.966667,
          10.876364,
          10.806682,
          10.816809
        ]
      },
      {
        "date": "2026-07-24",
        "close": 11.0,
        "volume": 1900,
        "typical_volume": 22195.0,
        "trend": 10.789785,
        "fair_value": 12.160088,
        "relative_strength": -16.050924,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 39.803638,
        "energy": 38.405376,
        "activity_lines": [
          11.0,
          10.903636,
          10.826344,
          10.832098
        ]
      },
      {
        "date": "2026-07-31",
        "close": 11.5,
        "volume": 600,
        "typical_volume": 20560.0,
        "trend": 10.830107,
        "fair_value": 12.145626,
        "relative_strength": -10.700776,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 70.554383,
        "energy": 55.513326,
        "activity_lines": [
          11.166667,
          11.021818,
          10.89381,
          10.877919
        ]
      },
      {
        "date": "2026-08-07",
        "close": 11.3,
        "volume": 2000,
        "typical_volume": 8995.0,
        "trend": 10.863763,
        "fair_value": 12.129882,
        "relative_strength": -11.214724,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.333816,
        "energy": 49.549846,
        "activity_lines": [
          11.233333,
          11.092727,
          10.940476,
          10.908234
        ]
      }
    ],
    "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."
    }
  }
}