{
  "ticker": {
    "uuid": "749aec6b-ca11-4924-bd83-ab26a06ad278",
    "symbol": "LANNA",
    "name": "Lanna Resources 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": 4,
    "stage_name": "Declining",
    "phase": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 57.069,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 35.823,
    "architecture_energy": 32.253,
    "architecture_maturity": 8.035,
    "architecture_confidence": 70.516,
    "architecture_tenure": "New",
    "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": 40.51,
        "rotation_up": 62.87,
        "upward_expansion": 40.71,
        "deceleration": 32.83,
        "rotation_down": 14.56,
        "downward_expansion": 15.71
      },
      "activity_lines": [
        14.82,
        14.689091,
        14.610952,
        14.681741
      ],
      "activity_state": "Moderate",
      "activity_direction": "Stable",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 15.1,
    "trend_reference": 14.786774,
    "distance_from_trend": 0.021183,
    "trend_direction": "Weakening",
    "fair_value": 13.549556,
    "distance_from_fair_value": 0.114428,
    "fair_value_direction": "Improving",
    "relative_strength": -12.393883,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.000214,
    "excess_performance": -0.192111,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.021183,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.001605,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.114428,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.019538,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.123939,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.043632,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.000214,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.843016,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2651200,
      "relative_activity": 1.03096,
      "balance": 0.843016,
      "dry_up": 0.658874,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.020377,
      "annualized_volatility": 0.106009,
      "from_high_reference": -0.084848,
      "from_low_reference": 0.078571
    },
    "levels": {
      "trend_reference": 14.786774,
      "fair_value_reference": 13.549556,
      "structural_low": 14.0,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": 0.007094,
        "positive_rate": 0.642857,
        "directional_follow_through": 0.642857,
        "median_excess_return": 0.023953,
        "regime_survival": 0.5,
        "best_return": 0.141892,
        "worst_return": -0.033113,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.033557,
        "positive_rate": 0.857143,
        "directional_follow_through": 0.857143,
        "median_excess_return": 0.052237,
        "regime_survival": 0.142857,
        "best_return": 0.091732,
        "worst_return": -0.021413,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.012926,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.027634,
        "regime_survival": 0.25,
        "best_return": 0.068323,
        "worst_return": -0.083823,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.009081,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.091929,
        "regime_survival": 0.0,
        "best_return": 0.111056,
        "worst_return": -0.092894,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-30",
        "end": "2024-11-08",
        "tenure": "Developing",
        "return": -0.006943,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-15",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": 0.025157,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": -0.017034,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-04-11",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.075342,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-23",
        "end": "2025-08-29",
        "tenure": "Established",
        "return": -0.000206,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-05",
        "end": "2025-09-26",
        "tenure": "New",
        "return": 0.019355,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-03",
        "end": "2025-10-10",
        "tenure": "New",
        "return": -0.006369,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-17",
        "end": "2025-11-07",
        "tenure": "New",
        "return": -0.01948,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-14",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": -0.006579,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-19",
        "end": "2026-01-23",
        "tenure": "Developing",
        "return": 0.033113,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-30",
        "end": "2026-02-27",
        "tenure": "Developing",
        "return": -0.038462,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-06",
        "end": "2026-05-29",
        "tenure": "Established",
        "return": -0.021413,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-06-05",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": 0.034965,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.034247,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        ]
      },
      {
        "date": "2026-04-24",
        "close": 14.6,
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        "typical_volume": 3292980.0,
        "trend": 14.897205,
        "fair_value": 13.187038,
        "relative_strength": -14.320865,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "energy": 14.470988,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-01",
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        ]
      },
      {
        "date": "2026-05-08",
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        "typical_volume": 3443900.0,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 3451005.0,
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        "fair_value": 13.268924,
        "relative_strength": -17.344629,
        "stage": 4,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -20.895848,
        "energy": 37.131705,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 3525180.0,
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        "fair_value": 13.294046,
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        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -29.693889,
        "energy": 37.89056,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 14.3,
        "volume": 4738900,
        "typical_volume": 3732965.0,
        "trend": 14.810538,
        "fair_value": 13.315626,
        "relative_strength": -20.217083,
        "stage": 4,
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        "modifier": "Upper balance after advance",
        "gate": "down",
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        "energy": 47.833709,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 3699830.0,
        "trend": 14.800108,
        "fair_value": 13.334944,
        "relative_strength": -20.421458,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.566294,
        "energy": 48.56763,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 104300,
        "typical_volume": 3628415.0,
        "trend": 14.793119,
        "fair_value": 13.356901,
        "relative_strength": -19.246835,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.538023,
        "energy": 44.111256,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "energy": 43.717231,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 3556220.0,
        "trend": 14.775699,
        "fair_value": 13.404507,
        "relative_strength": -15.951698,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.245183,
        "energy": 44.547465,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 14.5,
        "volume": 181000,
        "typical_volume": 3454160.0,
        "trend": 14.771936,
        "fair_value": 13.429629,
        "relative_strength": -18.404176,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -41.416145,
        "energy": 30.046132,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-07-10",
        "close": 14.6,
        "volume": 1028500,
        "typical_volume": 3326035.0,
        "trend": 14.771506,
        "fair_value": 13.455393,
        "relative_strength": -17.758684,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -37.209145,
        "energy": 21.91662,
        "activity_lines": [
          14.5,
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      },
      {
        "date": "2026-07-17",
        "close": 14.8,
        "volume": 1259200,
        "typical_volume": 3189700.0,
        "trend": 14.777742,
        "fair_value": 13.480629,
        "relative_strength": -16.992021,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -18.131009,
        "energy": 14.943107,
        "activity_lines": [
          14.606667,
          14.521818,
          14.581429,
          14.677357
        ]
      },
      {
        "date": "2026-07-24",
        "close": 14.6,
        "volume": 2122900,
        "typical_volume": 3074100.0,
        "trend": 14.777312,
        "fair_value": 13.503227,
        "relative_strength": -17.790139,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -24.466207,
        "energy": 18.510162,
        "activity_lines": [
          14.626667,
          14.543636,
          14.571398,
          14.66589
        ]
      },
      {
        "date": "2026-07-31",
        "close": 14.7,
        "volume": 744100,
        "typical_volume": 2696470.0,
        "trend": 14.776989,
        "fair_value": 13.52511,
        "relative_strength": -15.710359,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.123821,
        "energy": 14.013489,
        "activity_lines": [
          14.666667,
          14.581818,
          14.570952,
          14.660902
        ]
      },
      {
        "date": "2026-08-07",
        "close": 15.1,
        "volume": 2651200,
        "typical_volume": 2571585.0,
        "trend": 14.786774,
        "fair_value": 13.549556,
        "relative_strength": -12.393883,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 35.823377,
        "energy": 32.253453,
        "activity_lines": [
          14.82,
          14.689091,
          14.610952,
          14.681741
        ]
      }
    ],
    "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."
    }
  }
}