{
  "ticker": {
    "uuid": "3b596802-de5b-4add-9692-baf7f2e96677",
    "symbol": "NATION",
    "name": "Nation Group (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": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 67.099,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "down",
    "architecture_direction": -21.844,
    "architecture_energy": 10.459,
    "architecture_maturity": 52.359,
    "architecture_confidence": 76.138,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 54.25,
        "rotation_up": 32.6,
        "upward_expansion": 29.18,
        "deceleration": 27.76,
        "rotation_down": 27.76,
        "downward_expansion": 42.68
      },
      "activity_lines": [
        0.039333,
        0.038909,
        0.039238,
        0.039699
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 0.04,
    "trend_reference": 0.04,
    "distance_from_trend": 0.0,
    "trend_direction": "Improving",
    "fair_value": 0.040577,
    "distance_from_fair_value": -0.014218,
    "fair_value_direction": "Improving",
    "relative_strength": -10.1242,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.0,
    "excess_performance": -0.192325,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.0,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.043478,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.014218,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.091799,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.101242,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.099636,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.0,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.60916,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2069700,
      "relative_activity": 0.398203,
      "balance": 0.60916,
      "dry_up": 1.208635,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.307692,
      "annualized_volatility": 0.728159,
      "from_high_reference": -0.2,
      "from_low_reference": 1.0
    },
    "levels": {
      "trend_reference": 0.04,
      "fair_value_reference": 0.040577,
      "structural_low": 0.02,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 19,
        "median_return": 0.0,
        "positive_rate": 0.210526,
        "directional_follow_through": 0.210526,
        "median_excess_return": -0.021986,
        "regime_survival": 0.631579,
        "best_return": 0.333333,
        "worst_return": -0.25,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.044488,
        "positive_rate": 0.125,
        "directional_follow_through": 0.125,
        "median_excess_return": -0.092563,
        "regime_survival": 0.375,
        "best_return": 0.333333,
        "worst_return": -0.25,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.187501,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.143821,
        "regime_survival": 0.6,
        "best_return": 0.333333,
        "worst_return": -0.25,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.173788,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.12098,
        "regime_survival": 0.0,
        "best_return": 0.0,
        "worst_return": -0.347576,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2022-12-02",
        "end": "2022-12-09",
        "tenure": "New",
        "return": -0.20408,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2022-12-16",
        "end": "2022-12-23",
        "tenure": "New",
        "return": -0.166667,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-12-30",
        "end": "2024-08-30",
        "tenure": "Extended",
        "return": -0.75,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-06",
        "end": "2024-10-04",
        "tenure": "Developing",
        "return": 0.25,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-11",
        "end": "2024-12-06",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-13",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.25,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-07",
        "end": "2025-07-18",
        "tenure": "Established",
        "return": -0.333333,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-25",
        "end": "2025-08-15",
        "tenure": "New",
        "return": 0.333333,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-17",
        "end": "2026-01-09",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-01-30",
        "tenure": "New",
        "return": 0.666667,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-06",
        "end": "2026-02-20",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-02-27",
        "end": "2026-08-07",
        "tenure": "Established",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 12501750.0,
        "trend": 0.095,
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      },
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      },
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      },
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        "date": "2023-09-22",
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      {
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      },
      {
        "date": "2026-07-17",
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        "volume": 21324000,
        "typical_volume": 5474690.0,
        "trend": 0.039333,
        "fair_value": 0.041346,
        "relative_strength": -11.435709,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -11.854565,
        "energy": 14.520729,
        "activity_lines": [
          0.037333,
          0.038364,
          0.039238,
          0.039634
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      },
      {
        "date": "2026-07-24",
        "close": 0.04,
        "volume": 1446400,
        "typical_volume": 5340300.0,
        "trend": 0.039667,
        "fair_value": 0.04109,
        "relative_strength": -11.667532,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -9.993826,
        "energy": 11.865605,
        "activity_lines": [
          0.038,
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          0.039238,
          0.039677
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.04,
        "volume": 287900,
        "typical_volume": 5184475.0,
        "trend": 0.04,
        "fair_value": 0.040833,
        "relative_strength": -10.669411,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -35.016853,
        "energy": 18.19205,
        "activity_lines": [
          0.038667,
          0.038727,
          0.039238,
          0.039699
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.04,
        "volume": 2069700,
        "typical_volume": 5197600.0,
        "trend": 0.04,
        "fair_value": 0.040577,
        "relative_strength": -10.1242,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -21.844461,
        "energy": 10.459277,
        "activity_lines": [
          0.039333,
          0.038909,
          0.039238,
          0.039699
        ]
      }
    ],
    "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."
    }
  }
}