{
  "ticker": {
    "uuid": "d7ca71ec-9cf3-4a73-95c6-2fb8d3e93d41",
    "symbol": "PEACE",
    "name": "Peace & Living 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": -74.654,
    "architecture_energy": 62.408,
    "architecture_maturity": 100.0,
    "architecture_confidence": 96,
    "architecture_tenure": "Extended",
    "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": 7.01,
        "rotation_up": 22.87,
        "upward_expansion": 11.04,
        "deceleration": 45.57,
        "rotation_down": 59.42,
        "downward_expansion": 84.37
      },
      "activity_lines": [
        1.478,
        1.498182,
        1.547333,
        1.594495
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 1.44,
    "trend_reference": 1.65709,
    "distance_from_trend": -0.131007,
    "trend_direction": "Weakening",
    "fair_value": 2.368054,
    "distance_from_fair_value": -0.391906,
    "fair_value_direction": "Weakening",
    "relative_strength": -30.44909,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.190559,
    "excess_performance": -0.382884,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.131007,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.071155,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.391906,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.05566,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.304491,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.063506,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.190559,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.287683,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 836100,
      "relative_activity": 3.158969,
      "balance": 0.287683,
      "dry_up": 1.514499,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.050214,
      "annualized_volatility": 0.221228,
      "from_high_reference": -0.297466,
      "from_low_reference": 0.035971
    },
    "levels": {
      "trend_reference": 1.65709,
      "fair_value_reference": 2.368054,
      "structural_low": 1.39,
      "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": 36,
        "median_return": -0.015178,
        "positive_rate": 0.25,
        "directional_follow_through": 0.638889,
        "median_excess_return": -0.022564,
        "regime_survival": 0.944444,
        "best_return": 0.054545,
        "worst_return": -0.095745,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": -0.076923,
        "positive_rate": 0.0,
        "directional_follow_through": 0.909091,
        "median_excess_return": -0.05518,
        "regime_survival": 0.909091,
        "best_return": 0.0,
        "worst_return": -0.127551,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.108695,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.106426,
        "regime_survival": 1.0,
        "best_return": -0.04712,
        "worst_return": -0.203669,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.276414,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.188558,
        "regime_survival": 1.0,
        "best_return": -0.262602,
        "worst_return": -0.290227,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-08-18",
        "end": "2024-03-08",
        "tenure": "Extended",
        "return": -0.178571,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-03-15",
        "end": "2024-03-22",
        "tenure": "New",
        "return": -0.073034,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-03-29",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": -0.100629,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-31",
        "end": "2025-01-31",
        "tenure": "Extended",
        "return": -0.131944,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-07",
        "end": "2025-02-07",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-14",
        "end": "2026-08-07",
        "tenure": "Extended",
        "return": -0.379041,
        "active": true
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 298725.0,
        "trend": 1.818392,
        "fair_value": 2.546123,
        "relative_strength": -24.098535,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.252636,
        "energy": 45.025243,
        "activity_lines": [
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      },
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        "date": "2026-05-15",
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        "typical_volume": 315925.0,
        "trend": 1.809269,
        "fair_value": 2.532992,
        "relative_strength": -25.586677,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 39.875656,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 341160.0,
        "trend": 1.795501,
        "fair_value": 2.518862,
        "relative_strength": -31.153458,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -81.642088,
        "energy": 60.553186,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "volume": 363400,
        "typical_volume": 350360.0,
        "trend": 1.784033,
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        "gate": "down",
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        "energy": 62.288284,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 273675.0,
        "trend": 1.77291,
        "fair_value": 2.491588,
        "relative_strength": -28.804021,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 62.591017,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 257760.0,
        "trend": 1.760786,
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        "relative_strength": -29.853366,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 65.281031,
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "trend": 1.735529,
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        "relative_strength": -27.16104,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.972187,
        "energy": 51.53406,
        "activity_lines": [
          1.562,
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      },
      {
        "date": "2026-07-03",
        "close": 1.52,
        "volume": 100000,
        "typical_volume": 247060.0,
        "trend": 1.722383,
        "fair_value": 2.436643,
        "relative_strength": -30.401384,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -69.131153,
        "energy": 58.492803,
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      },
      {
        "date": "2026-07-10",
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        "volume": 305500,
        "typical_volume": 236050.0,
        "trend": 1.707893,
        "fair_value": 2.422525,
        "relative_strength": -32.281231,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -76.360835,
        "energy": 70.774626,
        "activity_lines": [
          1.516,
          1.545273,
          1.60377,
          1.647085
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      },
      {
        "date": "2026-07-17",
        "close": 1.5,
        "volume": 354600,
        "typical_volume": 246965.0,
        "trend": 1.695048,
        "fair_value": 2.408946,
        "relative_strength": -30.842148,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.771585,
        "energy": 73.480765,
        "activity_lines": [
          1.505333,
          1.532,
          1.589336,
          1.633672
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.5,
        "volume": 141500,
        "typical_volume": 239805.0,
        "trend": 1.682203,
        "fair_value": 2.395482,
        "relative_strength": -30.321383,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.911058,
        "energy": 72.861757,
        "activity_lines": [
          1.499333,
          1.522182,
          1.576048,
          1.621089
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.5,
        "volume": 271200,
        "typical_volume": 241995.0,
        "trend": 1.670002,
        "fair_value": 2.381903,
        "relative_strength": -28.823871,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.777797,
        "energy": 65.433197,
        "activity_lines": [
          1.497333,
          1.515273,
          1.563857,
          1.609334
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.44,
        "volume": 836100,
        "typical_volume": 264675.0,
        "trend": 1.65709,
        "fair_value": 2.368054,
        "relative_strength": -30.44909,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -74.653737,
        "energy": 62.407573,
        "activity_lines": [
          1.478,
          1.498182,
          1.547333,
          1.594495
        ]
      }
    ],
    "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."
    }
  }
}