{
  "ticker": {
    "uuid": "3be16d3b-8ce0-481d-af7a-afc0a190008b",
    "symbol": "INET",
    "name": "Internet Thailand 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": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 55.985,
    "architecture_energy": 40.058,
    "architecture_maturity": 59.466,
    "architecture_confidence": 57.63,
    "architecture_tenure": "Established",
    "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": 17.85,
        "rotation_up": 42.58,
        "upward_expansion": 77.03,
        "deceleration": 68.08,
        "rotation_down": 27.19,
        "downward_expansion": 6.03
      },
      "activity_lines": [
        4.172,
        4.161091,
        4.059745,
        3.939102
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 4.16,
    "trend_reference": 3.803498,
    "distance_from_trend": 0.09373,
    "trend_direction": "Improving",
    "fair_value": 4.153703,
    "distance_from_fair_value": 0.001516,
    "fair_value_direction": "Improving",
    "relative_strength": -2.459904,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.128732,
    "excess_performance": -0.063593,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.09373,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.071068,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.001516,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.036478,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.024599,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.039269,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.128732,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.860873,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2839200,
      "relative_activity": 0.671693,
      "balance": 0.860873,
      "dry_up": 0.96036,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.050666,
      "annualized_volatility": 0.312771,
      "from_high_reference": -0.054545,
      "from_low_reference": 0.330788
    },
    "levels": {
      "trend_reference": 3.803498,
      "fair_value_reference": 4.153703,
      "structural_low": 3.183855,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 13,
        "median_return": -0.028,
        "positive_rate": 0.384615,
        "directional_follow_through": 0.384615,
        "median_excess_return": -0.034913,
        "regime_survival": 0.692308,
        "best_return": 1.138158,
        "worst_return": -0.190083,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.020393,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.050177,
        "regime_survival": 0.333333,
        "best_return": 0.633772,
        "worst_return": -0.221429,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.171907,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.140407,
        "regime_survival": 0.25,
        "best_return": 1.039801,
        "worst_return": -0.357519,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.216265,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.255925,
        "regime_survival": 0.0,
        "best_return": 0.426722,
        "worst_return": 0.005808,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-22",
        "end": "2024-06-28",
        "tenure": "Established",
        "return": -0.047344,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-07-05",
        "end": "2024-08-02",
        "tenure": "Developing",
        "return": -0.026316,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-09",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": 0.088372,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.004202,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "balance",
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      },
      {
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-03-28",
        "tenure": "Established",
        "return": -0.130909,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "return": -0.12931,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2026-01-23",
        "tenure": "Extended",
        "return": -0.163696,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.043243,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "return": -0.141414,
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      },
      {
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      {
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        "active": true
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    ],
    "chart_path": [
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      },
      {
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 4666315.0,
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        "stage": 2,
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        "energy": 57.682094,
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          4.212,
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          3.971518,
          3.864197
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.1,
        "volume": 5417000,
        "typical_volume": 4487310.0,
        "trend": 3.758981,
        "fair_value": 4.153158,
        "relative_strength": -6.3604,
        "stage": 2,
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        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.149164,
        "energy": 50.59923,
        "activity_lines": [
          4.189333,
          4.136,
          3.9999,
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      },
      {
        "date": "2026-07-31",
        "close": 4.18,
        "volume": 2587000,
        "typical_volume": 4274575.0,
        "trend": 3.781251,
        "fair_value": 4.153554,
        "relative_strength": -3.027234,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 57.955746,
        "energy": 44.803968,
        "activity_lines": [
          4.190667,
          4.152,
          4.032917,
          3.914667
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.16,
        "volume": 2839200,
        "typical_volume": 4226930.0,
        "trend": 3.803498,
        "fair_value": 4.153703,
        "relative_strength": -2.459904,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 55.984995,
        "energy": 40.058109,
        "activity_lines": [
          4.172,
          4.161091,
          4.059745,
          3.939102
        ]
      }
    ],
    "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."
    }
  }
}