{
  "ticker": {
    "uuid": "cbe3c95e-2952-4805-ba96-09be24e7c31b",
    "symbol": "TPS",
    "name": "The Practical Solution 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": 72.503,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -15.231,
    "architecture_energy": 7.674,
    "architecture_maturity": 12.64,
    "architecture_confidence": 91.178,
    "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": 67.52,
        "rotation_up": 21.51,
        "upward_expansion": 28.48,
        "deceleration": 43.64,
        "rotation_down": 25.83,
        "downward_expansion": 39.14
      },
      "activity_lines": [
        3.181333,
        3.177455,
        3.170431,
        3.180176
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 3.18,
    "trend_reference": 3.204308,
    "distance_from_trend": -0.007586,
    "trend_direction": "Weakening",
    "fair_value": 3.068841,
    "distance_from_fair_value": 0.036222,
    "fair_value_direction": "Weakening",
    "relative_strength": -16.048896,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.035949,
    "excess_performance": -0.228274,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.007586,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.017881,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.036222,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.035602,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.160489,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.030849,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.035949,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.232774,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 58100,
      "relative_activity": 0.243902,
      "balance": 1.232774,
      "dry_up": 1.199362,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.029028,
      "annualized_volatility": 0.156606,
      "from_high_reference": -0.136897,
      "from_low_reference": 0.09174
    },
    "levels": {
      "trend_reference": 3.204308,
      "fair_value_reference": 3.068841,
      "structural_low": 3.06,
      "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": 12,
        "median_return": 0.004505,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.034833,
        "regime_survival": 0.333333,
        "best_return": 0.413333,
        "worst_return": -0.055556,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.056,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": 0.040685,
        "regime_survival": 0.0,
        "best_return": 0.583925,
        "worst_return": -0.054878,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.06762,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.108762,
        "regime_survival": 0.25,
        "best_return": 0.36937,
        "worst_return": 0.000374,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.104999,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.159968,
        "regime_survival": 0.333333,
        "best_return": 0.163692,
        "worst_return": -0.061179,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-01-24",
        "end": "2025-02-21",
        "tenure": "Developing",
        "return": 0.196319,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-28",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.008256,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-05-23",
        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-06-27",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": 0.214286,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-08",
        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.025316,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-05",
        "end": "2025-09-26",
        "tenure": "New",
        "return": 0.121795,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-10-03",
        "end": "2025-10-31",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-11-07",
        "end": "2025-11-28",
        "tenure": "New",
        "return": -0.079365,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-05",
        "end": "2026-02-20",
        "tenure": "Developing",
        "return": 0.02381,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-02-27",
        "end": "2026-03-20",
        "tenure": "New",
        "return": -0.006024,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-27",
        "end": "2026-05-01",
        "tenure": "Developing",
        "return": 0.017844,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-08",
        "end": "2026-05-22",
        "tenure": "New",
        "return": -0.030864,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-05-29",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": 0.012739,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 3745350.0,
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      },
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        "date": "2023-08-25",
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      },
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        "volume": 60700,
        "typical_volume": 447900.0,
        "trend": 3.341018,
        "fair_value": 3.010433,
        "relative_strength": -15.013636,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.412799,
        "energy": 32.058501,
        "activity_lines": [
          3.17641,
          3.188802,
          3.22289,
          3.266057
        ]
      },
      {
        "date": "2026-04-24",
        "close": 3.24,
        "volume": 706100,
        "typical_volume": 466250.0,
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        "fair_value": 3.014843,
        "relative_strength": -11.408161,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -39.021699,
        "energy": 22.478821,
        "activity_lines": [
          3.198035,
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          3.223741,
          3.259539
        ]
      },
      {
        "date": "2026-05-01",
        "close": 3.22,
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        "typical_volume": 462770.0,
        "trend": 3.3223,
        "fair_value": 3.019019,
        "relative_strength": -13.624729,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -35.25489,
        "energy": 17.836573,
        "activity_lines": [
          3.209183,
          3.195092,
          3.22269,
          3.252024
        ]
      },
      {
        "date": "2026-05-08",
        "close": 3.24,
        "volume": 304100,
        "typical_volume": 464005.0,
        "trend": 3.310702,
        "fair_value": 3.022884,
        "relative_strength": -12.964015,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -30.802502,
        "energy": 15.17463,
        "activity_lines": [
          3.223235,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 3.1,
        "volume": 306700,
        "typical_volume": 458450.0,
        "trend": 3.29701,
        "fair_value": 3.026291,
        "relative_strength": -17.233624,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -60.795635,
        "energy": 27.653019,
        "activity_lines": [
          3.185523,
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          3.210991,
          3.23312
        ]
      },
      {
        "date": "2026-05-22",
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        "volume": 382100,
        "typical_volume": 468620.0,
        "trend": 3.279507,
        "fair_value": 3.030064,
        "relative_strength": -16.917651,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -55.88201,
        "energy": 35.782141,
        "activity_lines": [
          3.166667,
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          3.202726,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 3.14,
        "volume": 647400,
        "typical_volume": 484915.0,
        "trend": 3.262647,
        "fair_value": 3.034166,
        "relative_strength": -18.010614,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.249916,
        "energy": 47.645064,
        "activity_lines": [
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          3.21399
        ]
      },
      {
        "date": "2026-06-05",
        "close": 3.06,
        "volume": 87200,
        "typical_volume": 460730.0,
        "trend": 3.24312,
        "fair_value": 3.037536,
        "relative_strength": -20.254358,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.911946,
        "energy": 71.930902,
        "activity_lines": [
          3.114667,
          3.150141,
          3.178822,
          3.200916
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      },
      {
        "date": "2026-06-12",
        "close": 3.16,
        "volume": 134200,
        "typical_volume": 428940.0,
        "trend": 3.226927,
        "fair_value": 3.040229,
        "relative_strength": -17.601677,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.394634,
        "energy": 57.75008,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 3.2,
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        "trend": 3.215925,
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        "relative_strength": -14.921311,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.016793,
        "energy": 31.183203,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 3.14,
        "volume": 69500,
        "typical_volume": 411750.0,
        "trend": 3.20871,
        "fair_value": 3.048599,
        "relative_strength": -14.778419,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -51.766707,
        "energy": 29.076531,
        "activity_lines": [
          3.149333,
          3.149818,
          3.166782,
          3.188918
        ]
      },
      {
        "date": "2026-07-03",
        "close": 3.18,
        "volume": 27800,
        "typical_volume": 365025.0,
        "trend": 3.206686,
        "fair_value": 3.052299,
        "relative_strength": -17.200592,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -32.627873,
        "energy": 17.289181,
        "activity_lines": [
          3.162667,
          3.152727,
          3.165387,
          3.187066
        ]
      },
      {
        "date": "2026-07-10",
        "close": 3.2,
        "volume": 208700,
        "typical_volume": 322265.0,
        "trend": 3.205972,
        "fair_value": 3.056566,
        "relative_strength": -16.97823,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -22.532859,
        "energy": 15.100543,
        "activity_lines": [
          3.18,
          3.160364,
          3.167381,
          3.186634
        ]
      },
      {
        "date": "2026-07-17",
        "close": 3.18,
        "volume": 192600,
        "typical_volume": 283210.0,
        "trend": 3.204592,
        "fair_value": 3.060046,
        "relative_strength": -18.123706,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -25.244438,
        "energy": 13.009359,
        "activity_lines": [
          3.181333,
          3.164727,
          3.168032,
          3.184959
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.18,
        "volume": 200400,
        "typical_volume": 239885.0,
        "trend": 3.203854,
        "fair_value": 3.063856,
        "relative_strength": -18.069729,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -14.855144,
        "energy": 10.470526,
        "activity_lines": [
          3.181333,
          3.170182,
          3.168787,
          3.183372
        ]
      },
      {
        "date": "2026-07-31",
        "close": 3.18,
        "volume": 691700,
        "typical_volume": 258210.0,
        "trend": 3.205688,
        "fair_value": 3.066898,
        "relative_strength": -16.869781,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -15.858557,
        "energy": 10.161443,
        "activity_lines": [
          3.182667,
          3.174182,
          3.169648,
          3.181833
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.18,
        "volume": 58100,
        "typical_volume": 238210.0,
        "trend": 3.204308,
        "fair_value": 3.068841,
        "relative_strength": -16.048896,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -15.230954,
        "energy": 7.674304,
        "activity_lines": [
          3.181333,
          3.177455,
          3.170431,
          3.180176
        ]
      }
    ],
    "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."
    }
  }
}