{
  "ticker": {
    "uuid": "7e4bdba4-ad91-43ae-9664-b803bb6ac3e5",
    "symbol": "SPI",
    "name": "Saha Pathana Inter-Holding 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": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 69.15,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 51.309,
    "architecture_energy": 33.66,
    "architecture_maturity": 21.596,
    "architecture_confidence": 59.623,
    "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": 30.57,
        "rotation_up": 43.62,
        "upward_expansion": 74.54,
        "deceleration": 62.13,
        "rotation_down": 24.53,
        "downward_expansion": 3.54
      },
      "activity_lines": [
        32.883333,
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        32.021442
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 32.25,
    "trend_reference": 30.939135,
    "distance_from_trend": 0.042369,
    "trend_direction": "Improving",
    "fair_value": 29.144162,
    "distance_from_fair_value": 0.106568,
    "fair_value_direction": "Weakening",
    "relative_strength": -6.354589,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.132002,
    "excess_performance": -0.060323,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.042369,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.056992,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.106568,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.121918,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.063546,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.109606,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.132002,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.94658,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 71900,
      "relative_activity": 2.675847,
      "balance": 0.94658,
      "dry_up": 1.543543,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.041145,
      "annualized_volatility": 0.254567,
      "from_high_reference": -0.19375,
      "from_low_reference": 0.240155
    },
    "levels": {
      "trend_reference": 30.939135,
      "fair_value_reference": 29.144162,
      "structural_low": 27.495532,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 20,
        "median_return": -0.007262,
        "positive_rate": 0.45,
        "directional_follow_through": 0.45,
        "median_excess_return": -0.00515,
        "regime_survival": 0.65,
        "best_return": 0.089286,
        "worst_return": -0.155779,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
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        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
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        "worst_return": -0.139369,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
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        "worst_return": -0.145729,
        "sufficient": true
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        "horizon": "Full cycle",
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        "worst_return": -0.096057,
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        "regime": "downward_expansion",
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        "regime": "rotation_up",
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        "regime": "deceleration",
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        "fair_value": 28.847762,
        "relative_strength": -6.760082,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.244445,
        "energy": 80.319428,
        "activity_lines": [
          31.139517,
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 34440.0,
        "trend": 28.777501,
        "fair_value": 28.859805,
        "relative_strength": -7.452213,
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        "regime": "upward_expansion",
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        "energy": 79.279145,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 35.5,
        "volume": 61150,
        "typical_volume": 35622.5,
        "trend": 28.960651,
        "fair_value": 28.897355,
        "relative_strength": 4.605964,
        "stage": 2,
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        "energy": 82.779648,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "volume": 39200,
        "typical_volume": 35737.5,
        "trend": 29.090784,
        "fair_value": 28.919792,
        "relative_strength": -2.827572,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 65.083426,
        "energy": 55.045852,
        "activity_lines": [
          33.049977,
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 36285.0,
        "trend": 29.190601,
        "fair_value": 28.940626,
        "relative_strength": -4.331088,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.409333,
        "energy": 53.329112,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
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        "typical_volume": 38315.0,
        "trend": 29.270913,
        "fair_value": 28.956653,
        "relative_strength": -7.814484,
        "stage": 2,
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        "modifier": "Early expansion",
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        "energy": 50.084754,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 1500,
        "typical_volume": 37820.0,
        "trend": 29.337397,
        "fair_value": 28.975223,
        "relative_strength": -8.86573,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.642883,
        "energy": 38.985601,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 700,
        "typical_volume": 36640.0,
        "trend": 29.447844,
        "fair_value": 28.991028,
        "relative_strength": -8.950222,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 36377.5,
        "trend": 29.588607,
        "fair_value": 29.011201,
        "relative_strength": -6.635,
        "stage": 1,
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        "energy": 23.311375,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 800,
        "typical_volume": 35697.5,
        "trend": 29.744381,
        "fair_value": 29.023302,
        "relative_strength": -3.626037,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 37.696372,
        "energy": 22.596888,
        "activity_lines": [
          32.25,
          32.484883,
          31.851638,
          30.940392
        ]
      },
      {
        "date": "2026-07-03",
        "close": 32.25,
        "volume": 2700,
        "typical_volume": 33875.0,
        "trend": 29.880778,
        "fair_value": 29.038638,
        "relative_strength": -7.946169,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 37.202616,
        "energy": 22.77986,
        "activity_lines": [
          32.266667,
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          31.972927,
          31.102044
        ]
      },
      {
        "date": "2026-07-10",
        "close": 33.25,
        "volume": 84000,
        "typical_volume": 32585.0,
        "trend": 30.050509,
        "fair_value": 29.060383,
        "relative_strength": -5.205139,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 58.754465,
        "energy": 34.799642,
        "activity_lines": [
          32.616667,
          32.554545,
          32.170757,
          31.319414
        ]
      },
      {
        "date": "2026-07-17",
        "close": 34.25,
        "volume": 58100,
        "typical_volume": 31080.0,
        "trend": 30.292222,
        "fair_value": 29.08854,
        "relative_strength": -3.041984,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 65.934204,
        "energy": 41.60974,
        "activity_lines": [
          33.216667,
          32.813636,
          32.440367,
          31.590348
        ]
      },
      {
        "date": "2026-07-24",
        "close": 33.75,
        "volume": 7900,
        "typical_volume": 29405.0,
        "trend": 30.539352,
        "fair_value": 29.11349,
        "relative_strength": -4.365216,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 59.290164,
        "energy": 45.70525,
        "activity_lines": [
          33.5,
          33.004545,
          32.637292,
          31.813431
        ]
      },
      {
        "date": "2026-07-31",
        "close": 32.25,
        "volume": 28000,
        "typical_volume": 26852.5,
        "trend": 30.736483,
        "fair_value": 29.128135,
        "relative_strength": -7.197314,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 52.979227,
        "energy": 34.974306,
        "activity_lines": [
          33.183333,
          32.913636,
          32.667099,
          31.923795
        ]
      },
      {
        "date": "2026-08-07",
        "close": 32.25,
        "volume": 71900,
        "typical_volume": 26870.0,
        "trend": 30.939135,
        "fair_value": 29.144162,
        "relative_strength": -6.354589,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 51.308834,
        "energy": 33.659888,
        "activity_lines": [
          32.883333,
          32.836364,
          32.678208,
          32.021442
        ]
      }
    ],
    "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."
    }
  }
}