{
  "ticker": {
    "uuid": "9e1cea4e-aea7-4ca1-830d-3c25b3a27fa7",
    "symbol": "SPACK",
    "name": "S. Pack & Print 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": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 47.911,
    "architecture_energy": 37.629,
    "architecture_maturity": 61.783,
    "architecture_confidence": 42.391,
    "architecture_tenure": "Developing",
    "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": 35.04,
        "rotation_up": 43.92,
        "upward_expansion": 66.69,
        "deceleration": 65.43,
        "rotation_down": 24.02,
        "downward_expansion": 16.69
      },
      "activity_lines": [
        1.393333,
        1.397818,
        1.314714,
        1.275677
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 1.35,
    "trend_reference": 1.233,
    "distance_from_trend": 0.094891,
    "trend_direction": "Improving",
    "fair_value": 1.601795,
    "distance_from_fair_value": -0.157195,
    "fair_value_direction": "Improving",
    "relative_strength": -7.837596,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.173913,
    "excess_performance": -0.018412,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.094891,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.046393,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.157195,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.154403,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.078376,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.12856,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.173913,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.904706,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 276100,
      "relative_activity": 0.498402,
      "balance": 0.904706,
      "dry_up": 1.669134,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.079772,
      "annualized_volatility": 0.439121,
      "from_high_reference": -0.176829,
      "from_low_reference": 0.285714
    },
    "levels": {
      "trend_reference": 1.233,
      "fair_value_reference": 1.601795,
      "structural_low": 1.1,
      "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": 6,
        "median_return": -0.121034,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.156508,
        "regime_survival": 0.5,
        "best_return": 0.134409,
        "worst_return": -0.241706,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.132743,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.179584,
        "regime_survival": 0.0,
        "best_return": 0.177419,
        "worst_return": -0.157576,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.081867,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.156794,
        "regime_survival": 0.0,
        "best_return": 0.048387,
        "worst_return": -0.212121,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.140665,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.135573,
        "regime_survival": 0.5,
        "best_return": 0.127273,
        "worst_return": -0.408602,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-04-12",
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        "return": -0.102804,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "color": "orange",
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        "tenure": "New",
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      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "tenure": "Established",
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      {
        "regime": "rotation_up",
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      },
      {
        "regime": "balance",
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      {
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-08-15",
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        "return": -0.086957,
        "active": false
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      {
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        "active": false
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      {
        "regime": "deceleration",
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        "color": "amber",
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        "end": "2025-11-14",
        "tenure": "Developing",
        "return": -0.072993,
        "active": false
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        "return": 0.035714,
        "active": false
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      {
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        "end": "2026-02-20",
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      {
        "regime": "balance",
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      {
        "regime": "upward_expansion",
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        "active": true
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 458775.0,
        "trend": 1.204,
        "fair_value": 1.693782,
        "relative_strength": -22.18664,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 430340.0,
        "trend": 1.189333,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 437780.0,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 468920.0,
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        "relative_strength": -23.98789,
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 468705.0,
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      },
      {
        "date": "2026-06-19",
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        "energy": 8.895455,
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 553825.0,
        "trend": 1.178667,
        "fair_value": 1.630641,
        "relative_strength": 6.606007,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 85.39849,
        "energy": 79.196092,
        "activity_lines": [
          1.290667,
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          1.197286,
          1.189011
        ]
      },
      {
        "date": "2026-07-03",
        "close": 1.51,
        "volume": 350900,
        "typical_volume": 565655.0,
        "trend": 1.189,
        "fair_value": 1.62609,
        "relative_strength": 0.972562,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 87.752687,
        "energy": 93.180786,
        "activity_lines": [
          1.382,
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          1.210387
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      },
      {
        "date": "2026-07-10",
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        "volume": 1958200,
        "typical_volume": 652410.0,
        "trend": 1.197333,
        "fair_value": 1.621474,
        "relative_strength": -3.937516,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.837777,
        "energy": 87.876163,
        "activity_lines": [
          1.426,
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          1.249667,
          1.226581
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      },
      {
        "date": "2026-07-17",
        "close": 1.46,
        "volume": 2233000,
        "typical_volume": 760940.0,
        "trend": 1.207667,
        "fair_value": 1.616731,
        "relative_strength": -3.450826,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.622789,
        "energy": 87.497493,
        "activity_lines": [
          1.456667,
          1.360545,
          1.272952,
          1.243527
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.41,
        "volume": 1033800,
        "typical_volume": 802520.0,
        "trend": 1.217333,
        "fair_value": 1.611795,
        "relative_strength": -6.724693,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.667752,
        "energy": 80.735182,
        "activity_lines": [
          1.450667,
          1.382364,
          1.290381,
          1.256581
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.39,
        "volume": 155700,
        "typical_volume": 698415.0,
        "trend": 1.226667,
        "fair_value": 1.606859,
        "relative_strength": -6.402247,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.317,
        "energy": 52.200275,
        "activity_lines": [
          1.424,
          1.395818,
          1.304762,
          1.26772
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.35,
        "volume": 276100,
        "typical_volume": 553970.0,
        "trend": 1.233,
        "fair_value": 1.601795,
        "relative_strength": -7.837596,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 47.911379,
        "energy": 37.629258,
        "activity_lines": [
          1.393333,
          1.397818,
          1.314714,
          1.275677
        ]
      }
    ],
    "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."
    }
  }
}