{
  "ticker": {
    "uuid": "cfc87184-6083-4a9a-a81e-4ac48734b32d",
    "symbol": "SAMTEL",
    "name": "Samart Telcoms 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": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -65.692,
    "architecture_energy": 59.029,
    "architecture_maturity": 69.143,
    "architecture_confidence": 93.126,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 13.29,
        "rotation_up": 26.89,
        "upward_expansion": 10.75,
        "deceleration": 60.43,
        "rotation_down": 51.37,
        "downward_expansion": 81.75
      },
      "activity_lines": [
        3.085333,
        3.108727,
        3.303714,
        3.443265
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 3.06,
    "trend_reference": 3.612421,
    "distance_from_trend": -0.152923,
    "trend_direction": "Weakening",
    "fair_value": 4.156929,
    "distance_from_fair_value": -0.26388,
    "fair_value_direction": "Weakening",
    "relative_strength": -33.09312,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.2248,
    "excess_performance": -0.417125,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.152923,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.063752,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.26388,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.147032,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.330931,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.044503,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.2248,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.239299,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1113700,
      "relative_activity": 2.737608,
      "balance": 0.239299,
      "dry_up": 2.392611,
      "accumulation_observations": 1,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.059326,
      "annualized_volatility": 0.226126,
      "from_high_reference": -0.438945,
      "from_low_reference": 0.02
    },
    "levels": {
      "trend_reference": 3.612421,
      "fair_value_reference": 4.156929,
      "structural_low": 3.0,
      "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": 35,
        "median_return": -0.033668,
        "positive_rate": 0.371429,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.044638,
        "regime_survival": 0.857143,
        "best_return": 0.433333,
        "worst_return": -0.241379,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.047655,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.04891,
        "regime_survival": 0.75,
        "best_return": 0.36882,
        "worst_return": -0.318298,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.09309,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.230877,
        "regime_survival": 0.571429,
        "best_return": 0.722306,
        "worst_return": -0.334844,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.007595,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.10078,
        "regime_survival": 0.5,
        "best_return": 1.044055,
        "worst_return": -0.552015,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-02-10",
        "end": "2024-04-05",
        "tenure": "Extended",
        "return": -0.511453,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.034483,
        "active": false
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      {
        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "upward_expansion",
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        "end": "2024-06-21",
        "tenure": "Developing",
        "return": -0.109195,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "return": 0.289157,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "Established",
        "return": 0.363095,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-04-04",
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        "return": -0.160087,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-04-25",
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        "active": false
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 29.209324,
        "activity_lines": [
          3.815404,
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          3.881269,
          3.907005
        ]
      },
      {
        "date": "2026-04-17",
        "close": 3.96,
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        "typical_volume": 188165.0,
        "trend": 3.970903,
        "fair_value": 4.211203,
        "relative_strength": -26.221114,
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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        "fair_value": 4.213082,
        "relative_strength": -25.124285,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 186545.0,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 184645.0,
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "trend": 3.861956,
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        "relative_strength": -30.564585,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 215255.0,
        "trend": 3.85093,
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        "stage": 4,
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        "gate": "down",
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      },
      {
        "date": "2026-06-26",
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          3.589311,
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 219845.0,
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        "relative_strength": -36.274128,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.363571,
        "energy": 89.299289,
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          3.153333,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 235855.0,
        "trend": 3.748456,
        "fair_value": 4.176688,
        "relative_strength": -35.66879,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.105112,
        "energy": 87.867531,
        "activity_lines": [
          3.121333,
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          3.485712,
          3.601252
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      },
      {
        "date": "2026-07-17",
        "close": 3.12,
        "volume": 933700,
        "typical_volume": 270780.0,
        "trend": 3.714298,
        "fair_value": 4.171583,
        "relative_strength": -35.752861,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.128901,
        "energy": 83.356394,
        "activity_lines": [
          3.113333,
          3.216364,
          3.43815,
          3.560707
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.04,
        "volume": 1114100,
        "typical_volume": 322370.0,
        "trend": 3.679447,
        "fair_value": 4.166204,
        "relative_strength": -36.576781,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -72.332888,
        "energy": 66.301411,
        "activity_lines": [
          3.094667,
          3.163636,
          3.38691,
          3.517204
        ]
      },
      {
        "date": "2026-07-31",
        "close": 3.12,
        "volume": 731900,
        "typical_volume": 353500.0,
        "trend": 3.646605,
        "fair_value": 4.161459,
        "relative_strength": -33.187098,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.561099,
        "energy": 58.823142,
        "activity_lines": [
          3.102667,
          3.137091,
          3.346857,
          3.48111
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.06,
        "volume": 1113700,
        "typical_volume": 406815.0,
        "trend": 3.612421,
        "fair_value": 4.156929,
        "relative_strength": -33.09312,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.692493,
        "energy": 59.028522,
        "activity_lines": [
          3.085333,
          3.108727,
          3.303714,
          3.443265
        ]
      }
    ],
    "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."
    }
  }
}