{
  "ticker": {
    "uuid": "592fc036-50f7-474d-908e-78da119ee082",
    "symbol": "GPN",
    "name": "Global Payments Inc.",
    "exchange": "VIE",
    "country": "AT",
    "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": "^ATX",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 82.842,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 81.141,
    "architecture_energy": 88.402,
    "architecture_maturity": 19.401,
    "architecture_confidence": 63.742,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 17.2,
        "rotation_up": 85.02,
        "upward_expansion": 98.5,
        "deceleration": 39.05,
        "rotation_down": 8.5,
        "downward_expansion": 20.5
      },
      "activity_lines": [
        72.199999,
        68.980726,
        65.192165,
        63.73867
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 74.599998,
    "trend_reference": 62.55668,
    "distance_from_trend": 0.192518,
    "trend_direction": "Weakening",
    "fair_value": 86.386092,
    "distance_from_fair_value": -0.136435,
    "fair_value_direction": "Improving",
    "relative_strength": -8.409049,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.219937,
    "excess_performance": 0.04569,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.192518,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.004334,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.136435,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.198297,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.08409,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.170141,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.219937,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.253125,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 486,
      "relative_activity": 7.048586,
      "balance": 2.253125,
      "dry_up": 2.614213,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.058075,
      "annualized_volatility": 0.477021,
      "from_high_reference": -0.041131,
      "from_low_reference": 0.367576
    },
    "levels": {
      "trend_reference": 62.55668,
      "fair_value_reference": 86.386092,
      "structural_low": 54.549084,
      "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": 8,
        "median_return": 0.001271,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.024123,
        "regime_survival": 0.5,
        "best_return": 0.060449,
        "worst_return": -0.15834,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.079874,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.179087,
        "regime_survival": 0.0,
        "best_return": 0.069538,
        "worst_return": -0.149382,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.220767,
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        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.258814,
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    ],
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        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
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        "relative_strength": -23.16982,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.486413,
        "energy": 32.923047,
        "activity_lines": [
          58.803974,
          58.970609,
          60.595812,
          62.091243
        ]
      },
      {
        "date": "2026-05-08",
        "close": 59.128021,
        "volume": 338,
        "typical_volume": 69.45,
        "trend": 63.809219,
        "fair_value": 88.878467,
        "relative_strength": -25.423149,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.639685,
        "energy": 22.221784,
        "activity_lines": [
          59.154565,
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          60.303079,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 58.132603,
        "volume": 0,
        "typical_volume": 69.45,
        "trend": 63.340949,
        "fair_value": 88.665018,
        "relative_strength": -25.693527,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.178616,
        "energy": 26.150009,
        "activity_lines": [
          58.955482,
          58.569119,
          59.963794,
          61.389249
        ]
      },
      {
        "date": "2026-05-22",
        "close": 62.910622,
        "volume": 0,
        "typical_volume": 69.45,
        "trend": 62.934672,
        "fair_value": 88.492731,
        "relative_strength": -20.753937,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -22.463005,
        "energy": 14.328293,
        "activity_lines": [
          60.189804,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 64.304207,
        "volume": 0,
        "typical_volume": 69.2,
        "trend": 62.82895,
        "fair_value": 88.326278,
        "relative_strength": -20.695243,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -7.834534,
        "energy": 13.16651,
        "activity_lines": [
          61.755932,
          60.345736,
          60.427349,
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        ]
      },
      {
        "date": "2026-06-05",
        "close": 56.539925,
        "volume": 8,
        "typical_volume": 69.6,
        "trend": 62.54978,
        "fair_value": 88.108816,
        "relative_strength": -28.950451,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -45.467219,
        "energy": 20.682762,
        "activity_lines": [
          60.269436,
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          60.00753,
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        ]
      },
      {
        "date": "2026-06-12",
        "close": 58.0,
        "volume": 0,
        "typical_volume": 68.55,
        "trend": 62.337147,
        "fair_value": 87.910343,
        "relative_strength": -28.557527,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.446006,
        "energy": 21.833245,
        "activity_lines": [
          59.535078,
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      },
      {
        "date": "2026-06-19",
        "close": 58.400002,
        "volume": 0,
        "typical_volume": 68.55,
        "trend": 62.176888,
        "fair_value": 87.721268,
        "relative_strength": -30.379356,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.765644,
        "energy": 26.719244,
        "activity_lines": [
          59.009255,
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        ]
      },
      {
        "date": "2026-06-26",
        "close": 60.799999,
        "volume": 0,
        "typical_volume": 63.0,
        "trend": 62.026487,
        "fair_value": 87.55379,
        "relative_strength": -25.520643,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.276069,
        "energy": 25.10537,
        "activity_lines": [
          59.265604,
          59.673669,
          59.638559,
          60.407724
        ]
      },
      {
        "date": "2026-07-03",
        "close": 69.599998,
        "volume": 0,
        "typical_volume": 63.0,
        "trend": 62.057588,
        "fair_value": 87.39551,
        "relative_strength": -16.186821,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 37.411229,
        "energy": 36.552459,
        "activity_lines": [
          62.595994,
          61.490519,
          60.531838,
          60.896338
        ]
      },
      {
        "date": "2026-07-10",
        "close": 66.800003,
        "volume": 312,
        "typical_volume": 45.65,
        "trend": 61.954989,
        "fair_value": 87.204993,
        "relative_strength": -17.961899,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 29.315031,
        "energy": 50.761166,
        "activity_lines": [
          64.640001,
          62.575301,
          61.100852,
          61.2023
        ]
      },
      {
        "date": "2026-07-17",
        "close": 69.0,
        "volume": 0,
        "typical_volume": 45.65,
        "trend": 61.946312,
        "fair_value": 87.021125,
        "relative_strength": -13.048816,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 46.796008,
        "energy": 68.28504,
        "activity_lines": [
          66.733334,
          63.945931,
          61.887974,
          61.656817
        ]
      },
      {
        "date": "2026-07-24",
        "close": 70.800003,
        "volume": 235,
        "typical_volume": 57.4,
        "trend": 62.044793,
        "fair_value": 86.857492,
        "relative_strength": -11.403315,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 77.694002,
        "energy": 85.015589,
        "activity_lines": [
          68.693335,
          65.464343,
          62.825657,
          62.228023
        ]
      },
      {
        "date": "2026-07-31",
        "close": 73.199997,
        "volume": 0,
        "typical_volume": 44.65,
        "trend": 62.340168,
        "fair_value": 86.628487,
        "relative_strength": -7.917618,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.788149,
        "energy": 87.178347,
        "activity_lines": [
          70.626667,
          67.188801,
          63.972244,
          62.947714
        ]
      },
      {
        "date": "2026-08-07",
        "close": 74.599998,
        "volume": 486,
        "typical_volume": 68.95,
        "trend": 62.55668,
        "fair_value": 86.386092,
        "relative_strength": -8.409049,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.141315,
        "energy": 88.402289,
        "activity_lines": [
          72.199999,
          68.980726,
          65.192165,
          63.73867
        ]
      }
    ],
    "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."
    }
  }
}