{
  "ticker": {
    "uuid": "72bf2797-e90d-4159-a056-6f5dee40f654",
    "symbol": "A5",
    "name": "Asset Five Group 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": 57.683,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": -19.846,
    "architecture_energy": 18.357,
    "architecture_maturity": 18.716,
    "architecture_confidence": 77.92,
    "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": 53.48,
        "rotation_up": 19.74,
        "upward_expansion": 15.96,
        "deceleration": 66.97,
        "rotation_down": 55.32,
        "downward_expansion": 40.96
      },
      "activity_lines": [
        1.796,
        1.829273,
        1.834,
        1.831857
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 1.75,
    "trend_reference": 1.823837,
    "distance_from_trend": -0.040484,
    "trend_direction": "Improving",
    "fair_value": 2.444528,
    "distance_from_fair_value": -0.284115,
    "fair_value_direction": "Improving",
    "relative_strength": -16.977775,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.02264,
    "excess_performance": -0.214965,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.040484,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.007846,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.284115,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.01577,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.169778,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.021175,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.02264,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.523032,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 261100,
      "relative_activity": 0.907653,
      "balance": 0.523032,
      "dry_up": 0.744877,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.072967,
      "annualized_volatility": 0.22457,
      "from_high_reference": -0.204545,
      "from_low_reference": 0.377953
    },
    "levels": {
      "trend_reference": 1.823837,
      "fair_value_reference": 2.444528,
      "structural_low": 1.27,
      "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": 9,
        "median_return": 0.006622,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": 0.022192,
        "regime_survival": 0.666667,
        "best_return": 0.1453,
        "worst_return": -0.116959,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.014015,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.050289,
        "regime_survival": 0.5,
        "best_return": 0.760684,
        "worst_return": -0.116883,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.267314,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.243264,
        "regime_survival": 0.0,
        "best_return": 0.666667,
        "worst_return": -0.132038,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.255005,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.366832,
        "regime_survival": 0.0,
        "best_return": 0.692308,
        "worst_return": -0.182297,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2022-10-14",
        "end": "2022-10-21",
        "tenure": "New",
        "return": 0.136752,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2022-10-28",
        "end": "2022-11-25",
        "tenure": "Developing",
        "return": 0.191177,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2022-12-02",
        "end": "2023-02-17",
        "tenure": "Developing",
        "return": -0.064039,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-02-24",
        "end": "2023-06-30",
        "tenure": "Established",
        "return": 0.162436,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2023-09-22",
        "tenure": "Developing",
        "return": 0.026316,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2023-10-20",
        "tenure": "New",
        "return": -0.243698,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-10-27",
        "end": "2023-11-10",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-11-17",
        "end": "2024-03-08",
        "tenure": "Established",
        "return": 0.060606,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-06-14",
        "tenure": "Established",
        "return": -0.017161,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "New",
        "return": -0.013072,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-19",
        "end": "2026-03-06",
        "tenure": "Extended",
        "return": -0.369517,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "Established",
        "return": -0.005435,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": -0.112745,
        "active": false
      },
      {
        "regime": "balance",
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        "return": -0.038462,
        "active": true
      }
    ],
    "chart_path": [
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        "direction": 50.48998,
        "energy": 40.8395,
        "activity_lines": [
          1.842703,
          1.822977,
          1.809037,
          1.8059
        ]
      },
      {
        "date": "2026-04-10",
        "close": 1.84,
        "volume": 94100,
        "typical_volume": 174995.0,
        "trend": 1.80626,
        "fair_value": 2.671787,
        "relative_strength": -17.984551,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 49.786743,
        "energy": 39.553905,
        "activity_lines": [
          1.844667,
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          1.812664,
          1.80812
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      },
      {
        "date": "2026-04-17",
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        "typical_volume": 173360.0,
        "trend": 1.806278,
        "fair_value": 2.660975,
        "relative_strength": -16.375966,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 48.55853,
        "energy": 31.562293,
        "activity_lines": [
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          1.815103,
          1.809652
        ]
      },
      {
        "date": "2026-04-24",
        "close": 1.84,
        "volume": 53100,
        "typical_volume": 150730.0,
        "trend": 1.806954,
        "fair_value": 2.649636,
        "relative_strength": -13.665624,
        "stage": 1,
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        "modifier": "Balance after decline",
        "gate": "up",
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        "energy": 25.485408,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 1.84,
        "volume": 653900,
        "typical_volume": 172575.0,
        "trend": 1.807629,
        "fair_value": 2.639242,
        "relative_strength": -15.112101,
        "stage": 1,
        "regime": "balance",
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        "gate": "up",
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        "energy": 22.663784,
        "activity_lines": [
          1.838667,
          1.837671,
          1.821274,
          1.81396
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      },
      {
        "date": "2026-05-08",
        "close": 1.84,
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        "typical_volume": 157470.0,
        "trend": 1.808305,
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        "relative_strength": -14.860315,
        "stage": 1,
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        "gate": "up",
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        "activity_lines": [
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          1.816048
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 158945.0,
        "trend": 1.80962,
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        "relative_strength": -15.64568,
        "stage": 1,
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        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 35.665769,
        "energy": 17.055165,
        "activity_lines": [
          1.836,
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          1.82569,
          1.817448
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      },
      {
        "date": "2026-05-22",
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        "volume": 88900,
        "typical_volume": 160210.0,
        "trend": 1.809629,
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        "relative_strength": -16.558232,
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        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 33.731343,
        "energy": 14.259269,
        "activity_lines": [
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          1.826234,
          1.818118
        ]
      },
      {
        "date": "2026-05-29",
        "close": 1.82,
        "volume": 57400,
        "typical_volume": 158065.0,
        "trend": 1.809638,
        "fair_value": 2.592977,
        "relative_strength": -17.33151,
        "stage": 1,
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        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 32.186174,
        "energy": 14.011031,
        "activity_lines": [
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          1.826683,
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      },
      {
        "date": "2026-06-05",
        "close": 1.82,
        "volume": 15200,
        "typical_volume": 157070.0,
        "trend": 1.810296,
        "fair_value": 2.579386,
        "relative_strength": -17.282038,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 29.111532,
        "energy": 14.346727,
        "activity_lines": [
          1.822667,
          1.828545,
          1.826992,
          1.819455
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      },
      {
        "date": "2026-06-12",
        "close": 1.82,
        "volume": 1300,
        "typical_volume": 149500.0,
        "trend": 1.811278,
        "fair_value": 2.564142,
        "relative_strength": -16.99408,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 16.19731,
        "energy": 10.44302,
        "activity_lines": [
          1.820667,
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          1.827161,
          1.820081
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      },
      {
        "date": "2026-06-19",
        "close": 1.83,
        "volume": 1500,
        "typical_volume": 137415.0,
        "trend": 1.812593,
        "fair_value": 2.551087,
        "relative_strength": -14.652023,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 18.145175,
        "energy": 9.47336,
        "activity_lines": [
          1.823333,
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          1.828141,
          1.821289
        ]
      },
      {
        "date": "2026-06-26",
        "close": 1.83,
        "volume": 22600,
        "typical_volume": 137130.0,
        "trend": 1.813909,
        "fair_value": 2.53579,
        "relative_strength": -12.24848,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 20.430128,
        "energy": 8.901456,
        "activity_lines": [
          1.826,
          1.826364,
          1.828888,
          1.822412
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      },
      {
        "date": "2026-07-03",
        "close": 2.04,
        "volume": 1481400,
        "typical_volume": 205820.0,
        "trend": 1.822224,
        "fair_value": 2.521957,
        "relative_strength": -5.87207,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 84.059165,
        "energy": 72.747057,
        "activity_lines": [
          1.898,
          1.864727,
          1.849447,
          1.836999
        ]
      },
      {
        "date": "2026-07-10",
        "close": 1.84,
        "volume": 2115200,
        "typical_volume": 297310.0,
        "trend": 1.823549,
        "fair_value": 2.508494,
        "relative_strength": -15.012909,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 51.556628,
        "energy": 52.386896,
        "activity_lines": [
          1.888667,
          1.863091,
          1.849723,
          1.838145
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      },
      {
        "date": "2026-07-17",
        "close": 1.82,
        "volume": 394400,
        "typical_volume": 303855.0,
        "trend": 1.824206,
        "fair_value": 2.493132,
        "relative_strength": -16.344719,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 41.547805,
        "energy": 38.287122,
        "activity_lines": [
          1.871333,
          1.857818,
          1.84786,
          1.837916
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.81,
        "volume": 99400,
        "typical_volume": 295420.0,
        "trend": 1.824531,
        "fair_value": 2.476998,
        "relative_strength": -16.573788,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 26.214409,
        "energy": 17.643059,
        "activity_lines": [
          1.850667,
          1.851091,
          1.844857,
          1.837
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.82,
        "volume": 102200,
        "typical_volume": 275015.0,
        "trend": 1.825188,
        "fair_value": 2.461754,
        "relative_strength": -14.701168,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 18.164155,
        "energy": 15.080306,
        "activity_lines": [
          1.834667,
          1.846545,
          1.842714,
          1.836708
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.75,
        "volume": 261100,
        "typical_volume": 287665.0,
        "trend": 1.823837,
        "fair_value": 2.444528,
        "relative_strength": -16.977775,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -19.846282,
        "energy": 18.357016,
        "activity_lines": [
          1.796,
          1.829273,
          1.834,
          1.831857
        ]
      }
    ],
    "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."
    }
  }
}