{
  "schema": "5lc-selection-review/1",
  "sublayer": "grid",
  "reviewedAt": "2026-10-21",
  "reviewer": "energy_research",
  "status": "recommended_representative_set_pending_independent_integration_review",
  "scope": "Equipment and construction that transmit, distribute, switch, protect and connect electricity. The comparison spans several distinct product markets; no single revenue denominator describes all of them.",
  "eligibility": [
    "An operating business with a sold product, delivered service or producing asset relevant to a declared function.",
    "Public, private and state-owned suppliers use the same commercial-activity gate; financing and market value are not ranking substitutes.",
    "Parent and controlled operating businesses count once in the sublayer. Pending transactions remain separate.",
    "A new company may qualify without a disclosed revenue figure when actual commercial activity is evidenced. It retains unknown scale."
  ],
  "predefinedFunctions": [
    "high-voltage transformers and transmission systems",
    "medium- and low-voltage distribution and protection",
    "power cables and conductors",
    "grid construction and interconnection",
    "grid components and automation"
  ],
  "functionCoverageMatrix": {
    "high-voltage-transmission": [
      "hitachi-energy",
      "ge-vernova",
      "siemens-energy",
      "china-electrical-equipment",
      "ls-electric"
    ],
    "distribution-and-protection": [
      "abb",
      "eaton",
      "schneider-electric",
      "siemens-smart-infrastructure",
      "hubbell",
      "ls-electric"
    ],
    "power-cables": [
      "prysmian",
      "southwire",
      "nexans"
    ],
    "construction-and-interconnection": [
      "quanta-services",
      "mastec"
    ],
    "automation-and-control": [
      "abb",
      "eaton",
      "schneider-electric",
      "siemens-smart-infrastructure",
      "hitachi-energy",
      "ge-vernova",
      "china-electrical-equipment"
    ]
  },
  "universeRegister": "candidate-universe-preselection.json",
  "universeAmendments": "universe-amendments.json",
  "candidateUniverse": [
    {
      "name": "Hitachi Energy",
      "entityId": "hitachi-energy",
      "disposition": "selected",
      "functions": [
        "high-voltage-transmission",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "hitachi-energy",
        "packet": "energy/packets/hitachi-energy.json",
        "packetSha256": "e9e53dceb26b67b871cabfa0cc070f03e8417551f9de1477611a7c71d2776f08",
        "review": "energy/reviews/hitachi-energy.json"
      },
      "reason": "High-voltage transformers, HVDC and grid systems; the operating Hitachi Energy business is used instead of the much larger diversified parent."
    },
    {
      "name": "GE Vernova Grid Solutions",
      "entityId": "ge-vernova",
      "disposition": "selected",
      "functions": [
        "high-voltage-transmission",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "ge-vernova",
        "packet": "energy/packets/ge-vernova.json",
        "packetSha256": "1cb8f4594c652a2ea6399a617c8ff80b33021b6241a0aee496a7f33b14726da4",
        "review": "energy/reviews/ge-vernova.json"
      },
      "reason": "Commercial Grid Solutions and related electrification equipment, separate from the Gas Power activity used in generation equipment."
    },
    {
      "name": "Siemens Energy Grid Technologies",
      "entityId": "siemens-energy",
      "disposition": "selected",
      "functions": [
        "high-voltage-transmission"
      ],
      "reference": {
        "entityId": "siemens-energy",
        "packet": "energy/packets/siemens-energy.json",
        "packetSha256": "1882033593bd9cc159d89fb074643259a5af1acf4d25ea9b1e7ec98dce29368d",
        "review": "energy/reviews/siemens-energy.json"
      },
      "reason": "External Grid Technologies revenue is used separately from Gas Services; no total-parent revenue shortcut."
    },
    {
      "name": "ABB Electrification",
      "entityId": "abb",
      "disposition": "selected",
      "functions": [
        "distribution-and-protection",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "abb",
        "packet": "energy/packets/abb.json",
        "packetSha256": "40cdebd94ae5f70532826c66578a12e612ec6a97187f09c086c3665e6ce4e9c0",
        "review": "energy/reviews/abb.json"
      },
      "reason": "Electrification provides distribution and protection equipment; broader automation is excluded where a segment measure exists."
    },
    {
      "name": "Siemens Smart Infrastructure",
      "entityId": "siemens-smart-infrastructure",
      "disposition": "selected",
      "functions": [
        "distribution-and-protection",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "siemens-smart-infrastructure",
        "packet": "energy/packets/siemens-smart-infrastructure.json",
        "packetSha256": "d55d48726c4aa8e48cbc5df5265ba7cda45170233f8c14648b1ed014c948e9ff",
        "review": "energy/reviews/siemens-smart-infrastructure.json"
      },
      "reason": "The named operating segment covers electrical distribution and buildings. It is broader than grid equipment; parent Siemens revenue is not used."
    },
    {
      "name": "Schneider Electric",
      "entityId": "schneider-electric",
      "disposition": "selected",
      "functions": [
        "distribution-and-protection",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "schneider-electric",
        "packet": "infrastructure/packets/schneider-electric.json",
        "packetSha256": "4ce7bb6cf4e2afb480a282e1018ab1083d4917f174a22e68b16b311f1f173a5c",
        "review": "infrastructure/reviews/schneider-electric.json"
      },
      "reason": "Commercial distribution, protection and power management. Energy Management is a broad upper-bound segment, not pure grid or AI revenue; order exposure is not multiplied into sales."
    },
    {
      "name": "Eaton",
      "entityId": "eaton",
      "disposition": "selected",
      "functions": [
        "distribution-and-protection",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "eaton",
        "packet": "energy/packets/eaton.json",
        "packetSha256": "1b9a4334a1b84bba4735694ce57954ef58549cdcb6c7e6987826363932cfb94d",
        "review": "energy/reviews/eaton.json"
      },
      "reason": "Electrical Americas and Electrical Global represent the relevant operating businesses. Aerospace and vehicle activity are excluded."
    },
    {
      "name": "Quanta Services",
      "entityId": "quanta-services",
      "disposition": "selected",
      "functions": [
        "construction-and-interconnection"
      ],
      "reference": {
        "entityId": "quanta-services",
        "packet": "energy/packets/quanta-services.json",
        "packetSha256": "6111aa5535790c31a41265a6178c41a0442d05f4cf3dd64a58e5fa18a4e1604a",
        "review": "energy/reviews/quanta-services.json"
      },
      "reason": "Represents construction and interconnection through actual electrical work. The Electric segment includes generation and other work, so it is an upper bound for grid revenue."
    },
    {
      "name": "Prysmian",
      "entityId": "prysmian",
      "disposition": "selected",
      "functions": [
        "power-cables"
      ],
      "reference": {
        "entityId": "prysmian",
        "packet": "energy/packets/prysmian.json",
        "packetSha256": "2d626bab51cef3d78ca7bae87e1e2c8684643e52adb0d48c1f4205128646e2f7",
        "review": "energy/reviews/prysmian.json"
      },
      "reason": "Represents power cables through Transmission plus Power Grid revenue, excluding telecom and unrelated parent activity."
    },
    {
      "name": "Nexans",
      "entityId": "nexans",
      "disposition": "eligible_cutoff_alternative",
      "reason": "Actual FY2025 and H1 2026 Transmission and Grid sales were read. A second cable supplier is interchangeable with another coverage position, not proved globally inferior.",
      "raw": {
        "fy2025Transmission": 1657,
        "fy2025Grid": 1319,
        "h12026Transmission": 776.8,
        "h12026Grid": 701.9,
        "h12025Transmission": 746.9,
        "h12025Grid": 677.1,
        "unit": "EUR million at standard metal prices"
      },
      "sources": [
        {
          "url": "https://www.nexans.com/app/uploads/2026/02/2026-02-19-pr-nexans-full-year-2025-earnings.pdf",
          "publishedDate": "2026-02-19",
          "accessedDate": "2026-10-21",
          "locator": "p12, standard sales by segment"
        },
        {
          "url": "https://www.nexans.com/app/uploads/2026/07/2026-07-29-pr-nexans-h1-2026-earnings.pdf",
          "publishedDate": "2026-07-29",
          "accessedDate": "2026-10-21",
          "locator": "Segment standard sales, H1 comparison"
        }
      ]
    },
    {
      "name": "Southwire",
      "entityId": "southwire",
      "disposition": "eligible_comparator_not_selected",
      "functions": [
        "power-cables"
      ],
      "reference": {
        "entityId": "southwire",
        "packet": "energy/packets/southwire.json",
        "packetSha256": "4f8e4b515a88527c913e57352b8cfe86c479db03453bad75b2523861426bab9e",
        "review": "energy/reviews/southwire.json"
      },
      "reason": "Operating activity is documented in the packet. The ten-company limit and functional coverage choices exclude this comparator; no assertion of zero activity or universal inferiority is made."
    },
    {
      "name": "Hubbell",
      "entityId": "hubbell",
      "disposition": "eligible_comparator_not_selected",
      "functions": [
        "distribution-and-protection"
      ],
      "reference": {
        "entityId": "hubbell",
        "packet": "energy/packets/hubbell.json",
        "packetSha256": "799175e5f1478db07fa8f9aedafd0468cd2a9d3e02f6784e6165d67aa27e9626",
        "review": "energy/reviews/hubbell.json"
      },
      "reason": "Operating activity is documented in the packet. The ten-company limit and functional coverage choices exclude this comparator; no assertion of zero activity or universal inferiority is made."
    },
    {
      "name": "MasTec",
      "entityId": "mastec",
      "disposition": "eligible_comparator_not_selected",
      "functions": [
        "construction-and-interconnection"
      ],
      "reference": {
        "entityId": "mastec",
        "packet": "energy/packets/mastec.json",
        "packetSha256": "2c0a8f249086fd1aa144c677aab9ca0859450ba00caefb33638437903ffe9bf2",
        "review": "energy/reviews/mastec.json"
      },
      "reason": "Operating activity is documented in the packet. The ten-company limit and functional coverage choices exclude this comparator; no assertion of zero activity or universal inferiority is made."
    },
    {
      "name": "MYR Group",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "EMCOR",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "Powell Industries",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "LS Electric",
      "entityId": "ls-electric",
      "disposition": "eligible_comparator_not_selected",
      "functions": [
        "high-voltage-transmission",
        "distribution-and-protection"
      ],
      "reference": {
        "entityId": "ls-electric",
        "packet": "energy/packets/ls-electric.json",
        "packetSha256": "a2af402f9ee848a31d6918eaf4a113be4c159bb98f3d86ddf643922e41ac7ee5",
        "review": "energy/reviews/ls-electric.json"
      },
      "reason": "Operating activity is documented in the packet. The ten-company limit and functional coverage choices exclude this comparator; no assertion of zero activity or universal inferiority is made."
    },
    {
      "name": "HD Hyundai Electric",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "Hyosung Heavy Industries",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "TBEA",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "Sieyuan Electric",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "XD Electric",
      "entityId": "china-electrical-equipment",
      "disposition": "consolidated_with_controlling_group",
      "functions": [
        "high-voltage-transmission",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "china-electrical-equipment",
        "packet": "energy/packets/china-electrical-equipment.json",
        "packetSha256": "c18a318712280763a93ae7af9912b6e3bea03a5595d74301709b31b5f4d740d2",
        "review": "energy/reviews/china-electrical-equipment.json"
      },
      "reason": "Adds the Chinese UHV equipment system, including controlled XD/XJ/Pinggao businesses. Actual deliveries establish eligibility despite unavailable comparative group revenue."
    },
    {
      "name": "NR Electric",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "S&C Electric",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "Schweitzer Engineering Laboratories",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "Mitsubishi Electric",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "Sumitomo Electric",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "Furukawa Electric",
      "entityId": null,
      "disposition": "unresolved_global_comparator",
      "reason": "Discovered before selection, but an adequately comparable current operating-activity record was not completed. Absence of a score is not evidence of insignificance. This limits any claim that the selected set is the uniquely largest global ten.",
      "followUp": "Obtain current primary operating activity and ownership boundary before asserting numerical dominance or replacing a cutoff alternative."
    },
    {
      "name": "China Electrical Equipment Group",
      "entityId": "china-electrical-equipment",
      "disposition": "selected",
      "functions": [
        "high-voltage-transmission",
        "automation-and-control"
      ],
      "reference": {
        "entityId": "china-electrical-equipment",
        "packet": "energy/packets/china-electrical-equipment.json",
        "packetSha256": "c18a318712280763a93ae7af9912b6e3bea03a5595d74301709b31b5f4d740d2",
        "review": "energy/reviews/china-electrical-equipment.json"
      },
      "reason": "Adds the Chinese UHV equipment system, including controlled XD/XJ/Pinggao businesses. Actual deliveries establish eligibility despite unavailable comparative group revenue."
    }
  ],
  "selectionParameters": {
    "maximumEntities": 10,
    "minimumRoles": {
      "high-voltage-transmission": 1,
      "distribution-and-protection": 1,
      "power-cables": 1,
      "construction-and-interconnection": 1,
      "automation-and-control": 1
    },
    "additionalCoverage": [
      "Chinese high-voltage equipment system",
      "multiple established high-voltage and low-voltage suppliers"
    ],
    "choice": "A regional equipment system, a cable supplier and a construction supplier prevent a broad electrical-conglomerate revenue list from excluding whole mechanisms. There is no claim that all selected firms dominate every nonselected rival."
  },
  "calculationMethod": {
    "formula": "x_i ∈ {0,1}; sum_i x_i ≤ 10; for each required function j, sum_i x_i a_ij ≥ m_j. Here a_ij is 1 only for evidenced operating activity. For nuclear processing only: coverage_j = sum_i x_i q_ij / Q_j using every row of the external market table.",
    "normalization": "No cross-function revenue/capacity normalization, percentile score, market-cap fallback or funding score.",
    "weights": "No scalar importance weights. Functional minima, regional positions and the fuel coverage threshold are the explicit editorial weights in this constrained representative selection.",
    "tieRule": "More than one set can satisfy the constraints. The selected set is a documented editorial choice within that feasible family, supported by operating scale where comparable. It is not presented as the unique maximizer of a fabricated score.",
    "missingData": "Unknown quantities stay unknown. No zero imputation, median imputation or disclosure penalty. Unresolved outside candidates remain limitations, not proven losers."
  },
  "rawInputs": "raw-observations.json",
  "selectedCompanyIds": [
    "hitachi-energy",
    "ge-vernova",
    "siemens-energy",
    "abb",
    "eaton",
    "schneider-electric",
    "siemens-smart-infrastructure",
    "prysmian",
    "quanta-services",
    "china-electrical-equipment"
  ],
  "selected": [
    {
      "entityId": "hitachi-energy",
      "displayOrder": 1,
      "rank": null,
      "reason": "High-voltage transformers, HVDC and grid systems; the operating Hitachi Energy business is used instead of the much larger diversified parent.",
      "reference": {
        "entityId": "hitachi-energy",
        "packet": "energy/packets/hitachi-energy.json",
        "packetSha256": "e9e53dceb26b67b871cabfa0cc070f03e8417551f9de1477611a7c71d2776f08",
        "review": "energy/reviews/hitachi-energy.json"
      }
    },
    {
      "entityId": "ge-vernova",
      "displayOrder": 2,
      "rank": null,
      "reason": "Commercial Grid Solutions and related electrification equipment, separate from the Gas Power activity used in generation equipment.",
      "reference": {
        "entityId": "ge-vernova",
        "packet": "energy/packets/ge-vernova.json",
        "packetSha256": "1cb8f4594c652a2ea6399a617c8ff80b33021b6241a0aee496a7f33b14726da4",
        "review": "energy/reviews/ge-vernova.json"
      }
    },
    {
      "entityId": "siemens-energy",
      "displayOrder": 3,
      "rank": null,
      "reason": "External Grid Technologies revenue is used separately from Gas Services; no total-parent revenue shortcut.",
      "reference": {
        "entityId": "siemens-energy",
        "packet": "energy/packets/siemens-energy.json",
        "packetSha256": "1882033593bd9cc159d89fb074643259a5af1acf4d25ea9b1e7ec98dce29368d",
        "review": "energy/reviews/siemens-energy.json"
      }
    },
    {
      "entityId": "abb",
      "displayOrder": 4,
      "rank": null,
      "reason": "Electrification provides distribution and protection equipment; broader automation is excluded where a segment measure exists.",
      "reference": {
        "entityId": "abb",
        "packet": "energy/packets/abb.json",
        "packetSha256": "40cdebd94ae5f70532826c66578a12e612ec6a97187f09c086c3665e6ce4e9c0",
        "review": "energy/reviews/abb.json"
      }
    },
    {
      "entityId": "eaton",
      "displayOrder": 5,
      "rank": null,
      "reason": "Electrical Americas and Electrical Global represent the relevant operating businesses. Aerospace and vehicle activity are excluded.",
      "reference": {
        "entityId": "eaton",
        "packet": "energy/packets/eaton.json",
        "packetSha256": "1b9a4334a1b84bba4735694ce57954ef58549cdcb6c7e6987826363932cfb94d",
        "review": "energy/reviews/eaton.json"
      }
    },
    {
      "entityId": "schneider-electric",
      "displayOrder": 6,
      "rank": null,
      "reason": "Commercial distribution, protection and power management. Energy Management is a broad upper-bound segment, not pure grid or AI revenue; order exposure is not multiplied into sales.",
      "reference": {
        "entityId": "schneider-electric",
        "packet": "infrastructure/packets/schneider-electric.json",
        "packetSha256": "4ce7bb6cf4e2afb480a282e1018ab1083d4917f174a22e68b16b311f1f173a5c",
        "review": "infrastructure/reviews/schneider-electric.json"
      }
    },
    {
      "entityId": "siemens-smart-infrastructure",
      "displayOrder": 7,
      "rank": null,
      "reason": "The named operating segment covers electrical distribution and buildings. It is broader than grid equipment; parent Siemens revenue is not used.",
      "reference": {
        "entityId": "siemens-smart-infrastructure",
        "packet": "energy/packets/siemens-smart-infrastructure.json",
        "packetSha256": "d55d48726c4aa8e48cbc5df5265ba7cda45170233f8c14648b1ed014c948e9ff",
        "review": "energy/reviews/siemens-smart-infrastructure.json"
      }
    },
    {
      "entityId": "prysmian",
      "displayOrder": 8,
      "rank": null,
      "reason": "Represents power cables through Transmission plus Power Grid revenue, excluding telecom and unrelated parent activity.",
      "reference": {
        "entityId": "prysmian",
        "packet": "energy/packets/prysmian.json",
        "packetSha256": "2d626bab51cef3d78ca7bae87e1e2c8684643e52adb0d48c1f4205128646e2f7",
        "review": "energy/reviews/prysmian.json"
      }
    },
    {
      "entityId": "quanta-services",
      "displayOrder": 9,
      "rank": null,
      "reason": "Represents construction and interconnection through actual electrical work. The Electric segment includes generation and other work, so it is an upper bound for grid revenue.",
      "reference": {
        "entityId": "quanta-services",
        "packet": "energy/packets/quanta-services.json",
        "packetSha256": "6111aa5535790c31a41265a6178c41a0442d05f4cf3dd64a58e5fa18a4e1604a",
        "review": "energy/reviews/quanta-services.json"
      }
    },
    {
      "entityId": "china-electrical-equipment",
      "displayOrder": 10,
      "rank": null,
      "reason": "Adds the Chinese UHV equipment system, including controlled XD/XJ/Pinggao businesses. Actual deliveries establish eligibility despite unavailable comparative group revenue.",
      "reference": {
        "entityId": "china-electrical-equipment",
        "packet": "energy/packets/china-electrical-equipment.json",
        "packetSha256": "c18a318712280763a93ae7af9912b6e3bea03a5595d74301709b31b5f4d740d2",
        "review": "energy/reviews/china-electrical-equipment.json"
      }
    }
  ],
  "functionalCoverage": {
    "high-voltage-transmission": [
      "china-electrical-equipment",
      "ge-vernova",
      "hitachi-energy",
      "siemens-energy"
    ],
    "distribution-and-protection": [
      "abb",
      "eaton",
      "schneider-electric",
      "siemens-smart-infrastructure"
    ],
    "power-cables": [
      "prysmian"
    ],
    "construction-and-interconnection": [
      "quanta-services"
    ],
    "automation-and-control": [
      "abb",
      "china-electrical-equipment",
      "eaton",
      "ge-vernova",
      "hitachi-energy",
      "schneider-electric",
      "siemens-smart-infrastructure"
    ]
  },
  "comparisons": [
    {
      "name": "additional_cable_supplier",
      "assumption": "Trade Chinese equipment-system coverage for a second cable supplier. Nexans standard-metal revenue is not directly comparable with Prysmian current-metal revenue.",
      "selectedCompanyIds": [
        "hitachi-energy",
        "ge-vernova",
        "siemens-energy",
        "abb",
        "eaton",
        "schneider-electric",
        "siemens-smart-infrastructure",
        "prysmian",
        "quanta-services",
        "nexans"
      ],
      "stability": {
        "retainedCount": 9,
        "entered": [
          "nexans"
        ],
        "left": [
          "china-electrical-equipment"
        ],
        "jaccard": 0.8181818181818182
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      "functionalCoverage": {
        "high-voltage-transmission": [
          "ge-vernova",
          "hitachi-energy",
          "siemens-energy"
        ],
        "distribution-and-protection": [
          "abb",
          "eaton",
          "schneider-electric",
          "siemens-smart-infrastructure"
        ],
        "power-cables": [
          "nexans",
          "prysmian"
        ],
        "construction-and-interconnection": [
          "quanta-services"
        ],
        "automation-and-control": [
          "abb",
          "eaton",
          "ge-vernova",
          "hitachi-energy",
          "schneider-electric",
          "siemens-smart-infrastructure"
        ]
      },
      "constraintCheck": {
        "companyCount": 10,
        "withinLimit": true,
        "baseConstraintsSatisfied": true,
        "departuresFromBaseParameters": []
      }
    },
    {
      "name": "korean_equipment_coverage",
      "assumption": "Trade the Chinese parent group for a Korean electrical supplier; consolidated automation revenue remains excluded from pure-grid claims.",
      "selectedCompanyIds": [
        "hitachi-energy",
        "ge-vernova",
        "siemens-energy",
        "abb",
        "eaton",
        "schneider-electric",
        "siemens-smart-infrastructure",
        "prysmian",
        "quanta-services",
        "ls-electric"
      ],
      "stability": {
        "retainedCount": 9,
        "entered": [
          "ls-electric"
        ],
        "left": [
          "china-electrical-equipment"
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        "jaccard": 0.8181818181818182
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      "functionalCoverage": {
        "high-voltage-transmission": [
          "ge-vernova",
          "hitachi-energy",
          "ls-electric",
          "siemens-energy"
        ],
        "distribution-and-protection": [
          "abb",
          "eaton",
          "ls-electric",
          "schneider-electric",
          "siemens-smart-infrastructure"
        ],
        "power-cables": [
          "prysmian"
        ],
        "construction-and-interconnection": [
          "quanta-services"
        ],
        "automation-and-control": [
          "abb",
          "eaton",
          "ge-vernova",
          "hitachi-energy",
          "schneider-electric",
          "siemens-smart-infrastructure"
        ]
      },
      "constraintCheck": {
        "companyCount": 10,
        "withinLimit": true,
        "baseConstraintsSatisfied": true,
        "departuresFromBaseParameters": []
      }
    },
    {
      "name": "components_emphasis",
      "assumption": "Replace a broad buildings/electrification segment with utility components. Functional coverage remains, scale is measured on different scopes.",
      "selectedCompanyIds": [
        "hitachi-energy",
        "ge-vernova",
        "siemens-energy",
        "abb",
        "eaton",
        "schneider-electric",
        "hubbell",
        "prysmian",
        "quanta-services",
        "china-electrical-equipment"
      ],
      "stability": {
        "retainedCount": 9,
        "entered": [
          "hubbell"
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        "left": [
          "siemens-smart-infrastructure"
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        "jaccard": 0.8181818181818182
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      "functionalCoverage": {
        "high-voltage-transmission": [
          "china-electrical-equipment",
          "ge-vernova",
          "hitachi-energy",
          "siemens-energy"
        ],
        "distribution-and-protection": [
          "abb",
          "eaton",
          "hubbell",
          "schneider-electric"
        ],
        "power-cables": [
          "prysmian"
        ],
        "construction-and-interconnection": [
          "quanta-services"
        ],
        "automation-and-control": [
          "abb",
          "china-electrical-equipment",
          "eaton",
          "ge-vernova",
          "hitachi-energy",
          "schneider-electric"
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      },
      "constraintCheck": {
        "companyCount": 10,
        "withinLimit": true,
        "baseConstraintsSatisfied": true,
        "departuresFromBaseParameters": []
      }
    },
    {
      "name": "construction_alternative",
      "assumption": "Use a more narrowly described Power Delivery contractor; Quanta’s broad Electric segment is not assumed wholly grid-related.",
      "selectedCompanyIds": [
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        "ge-vernova",
        "siemens-energy",
        "abb",
        "eaton",
        "schneider-electric",
        "siemens-smart-infrastructure",
        "prysmian",
        "mastec",
        "china-electrical-equipment"
      ],
      "stability": {
        "retainedCount": 9,
        "entered": [
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        "left": [
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        "jaccard": 0.8181818181818182
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      "functionalCoverage": {
        "high-voltage-transmission": [
          "china-electrical-equipment",
          "ge-vernova",
          "hitachi-energy",
          "siemens-energy"
        ],
        "distribution-and-protection": [
          "abb",
          "eaton",
          "schneider-electric",
          "siemens-smart-infrastructure"
        ],
        "power-cables": [
          "prysmian"
        ],
        "construction-and-interconnection": [
          "mastec"
        ],
        "automation-and-control": [
          "abb",
          "china-electrical-equipment",
          "eaton",
          "ge-vernova",
          "hitachi-energy",
          "schneider-electric",
          "siemens-smart-infrastructure"
        ]
      },
      "constraintCheck": {
        "companyCount": 10,
        "withinLimit": true,
        "baseConstraintsSatisfied": true,
        "departuresFromBaseParameters": []
      }
    },
    {
      "name": "revenue_scope",
      "assumption": "Treat broad electrical segments as upper bounds and unknown pure-grid revenue as intervals [0, segment revenue]. Do not use zero as a point estimate.",
      "conclusion": "No robust total order follows across ABB/Eaton/Schneider/Siemens or construction suppliers. Chinese parent missing revenue remains eligible. The published outcome is an unordered representative set."
    },
    {
      "name": "disclosure_filter_counterfactual",
      "assumption": "An inappropriate complete-revenue filter would remove China Electrical Equipment despite actual delivered transformers. Replacing it with Nexans illustrates the resulting geographic disclosure bias; this treatment is rejected.",
      "selectedCompanyIds": [
        "hitachi-energy",
        "ge-vernova",
        "siemens-energy",
        "abb",
        "eaton",
        "schneider-electric",
        "siemens-smart-infrastructure",
        "prysmian",
        "quanta-services",
        "nexans"
      ],
      "stability": {
        "retainedCount": 9,
        "entered": [
          "nexans"
        ],
        "left": [
          "china-electrical-equipment"
        ],
        "jaccard": 0.8181818181818182
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      "adopted": false
    }
  ],
  "changesVersusPrior": {
    "priorIds": [
      "siemens-smart-infrastructure",
      "quanta-services",
      "eaton",
      "hitachi-energy",
      "abb",
      "southwire",
      "prysmian",
      "mastec",
      "ls-electric",
      "hubbell"
    ],
    "added": [
      "china-electrical-equipment",
      "ge-vernova",
      "schneider-electric",
      "siemens-energy"
    ],
    "removedFromTopTen": [
      "hubbell",
      "ls-electric",
      "mastec",
      "southwire"
    ]
  },
  "directoryDisposition": "Previously published companies remain in the researched directory. Removal from a selected ten is not a finding that a business has ceased or is unimportant.",
  "cutoffPolicy": "The tenth display position is not a statistically established rank. Listed alternatives can substitute when scope or coverage preferences change. Require two consecutive quarterly evidence observations for marginal scale-driven replacements; correct identity errors, closures and major completed acquisitions immediately.",
  "limitations": [
    "The global discovery universe is wider than the completed quantitative comparator set. Unresolved candidates prevent a claim of exhaustive global top-ten dominance.",
    "Several measures describe all electricity, fuels or equipment rather than an identifiable AI-only component. Do not multiply them by global AI or data-center shares.",
    "Reported, estimated and editorial inputs are separated; sensitivity scenarios are not probabilistic confidence intervals.",
    "Some historical filings remain supported by inspected retained extracts; their original access dates were not renewed.",
    "The list is a learning and coverage tool. It predicts neither equity returns nor emerging bottlenecks."
  ],
  "refresh": {
    "monitoring": "Daily at 12:00 America/New_York with one catch-up pass; record source checks and changed claims, not a blanket renewed verification date.",
    "reselection": "Quarterly, plus material corporate or operating events.",
    "entry": "Document commercial eligibility, canonical identity, current evidence and a measurable or functional contribution missing from the current set.",
    "exit": "Ceased qualifying activity, completed controlling merger/duplicate, scope correction, or a durable superior coverage alternative.",
    "approval": "Independent integration and rendered review remain pending. These files do not deploy or mark records verified."
  },
  "baseConstraintCheck": {
    "companyCount": 10,
    "withinLimit": true,
    "baseConstraintsSatisfied": true,
    "departuresFromBaseParameters": []
  },
  "sourceMapping": "Each nonzero function assignment is supported by the corresponding packet products, segments and cited source records, or the explicit challenger-observations entry. This is a categorical evidence classification; it is not a measured numerical score.",
  "scenarioInterpretation": "Scenarios flagged as departing from base parameters change scope, geography or coverage targets. They are not claimed to satisfy the unchanged base problem. Retention/Jaccard are deterministic overlap measures, not probabilities of correctness.",
  "layer": "energy",
  "publicationInterpretation": "This is an evidence-backed representative selection. Display order is not an overall importance rank; methodological choices and unresolved alternatives remain part of the result.",
  "companySourceRegister": {
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          "publisher": "Hitachi, Ltd.",
          "publishedDate": "2026-04-27",
          "accessedDate": "2026-10-21",
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        },
        {
          "id": "he-hit-1q",
          "url": "https://www.hitachi.com/content/dam/hitachi/global/en/press/files/2026/07/260729/2026_1Qpre.pdf",
          "title": "Hitachi, Ltd. Outline of Consolidated Financial Results for Q1 FY2026",
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          "publishedDate": "2026-07-29",
          "accessedDate": "2026-10-21",
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        },
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          "title": "From Europe's factories to the world's digital backbone: European-made transformers power critical AI infrastructure",
          "publisher": "Hitachi Energy",
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          "accessedDate": "2026-10-03",
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        },
        {
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          "title": "Hitachi at CERAWeek 2026",
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          "url": "https://www.hitachienergy.com/company/company-profile/leadership",
          "title": "Hitachi Energy leadership",
          "publisher": "Hitachi Energy",
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          "type": "company"
        },
        {
          "id": "he-profile",
          "url": "https://www.hitachienergy.com/company/company-profile",
          "title": "Hitachi Energy company profile",
          "publisher": "Hitachi Energy",
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        },
        {
          "id": "he-about",
          "url": "https://www.hitachienergy.com/about-us",
          "title": "About Hitachi Energy",
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          "accessedDate": "2026-10-03",
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        },
        {
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          "url": "https://www.hitachienergy.com/products-and-solutions",
          "title": "Hitachi Energy products and solutions",
          "publisher": "Hitachi Energy",
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          "id": "he-hvdc",
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          "title": "HVDC — Hitachi Energy",
          "publisher": "Hitachi Energy",
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        },
        {
          "id": "he-transformers",
          "url": "https://www.hitachienergy.com/products-and-solutions/transformers",
          "title": "Transformers — Hitachi Energy",
          "publisher": "Hitachi Energy",
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          "accessedDate": "2026-10-03",
          "type": "company"
        },
        {
          "id": "he-dc",
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          "title": "Data centers — Hitachi Energy",
          "publisher": "Hitachi Energy",
          "publishedDate": null,
          "accessedDate": "2026-10-03",
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        },
        {
          "id": "he-mississippi",
          "url": "https://finance.yahoo.com/energy/articles/hitachi-energy-plans-528m-transformer-131911348.html",
          "title": "Hitachi Energy plans $528m transformer plant in Mississippi, US",
          "publisher": "Investment Monitor (via Yahoo Finance)",
          "publishedDate": "2026-09-16",
          "accessedDate": "2026-10-03",
          "type": "media"
        },
        {
          "id": "he-linxon",
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          "title": "Linxon, Hitachi Energy and FTC Solar announce strategic collaboration",
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          "title": "Hitachi Energy — Wikipedia",
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          "type": "other"
        },
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          "title": "High-voltage direct current transmission solutions — Siemens Energy",
          "publisher": "Siemens Energy",
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        {
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          "url": "https://www.gevernova.com/electrification",
          "title": "Electrification — GE Vernova",
          "publisher": "GE Vernova",
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          "accessedDate": "2026-10-03",
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        {
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          "title": "Hitachi, Ltd. (6501.T) quote, officers and earnings calendar",
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          "title": "Ismo Haka Bio",
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          "accessedDate": "2026-10-03",
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        },
        {
          "id": "he-bio-allard",
          "url": "https://publisher.hitachienergy.com/preview?DocumentID=8DBR001523&LanguageCode=en&DocumentPartId=&Action=launch",
          "title": "Anthony Allard Bio",
          "publisher": "Hitachi Energy",
          "publishedDate": null,
          "accessedDate": "2026-10-03",
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        },
        {
          "id": "he-bio-dogwiler",
          "url": "https://publisher.hitachienergy.com/preview?DocumentID=9AKK107992A9601&LanguageCode=en&DocumentPartId=&Action=launch",
          "title": "Urs Dogwiler Bio",
          "publisher": "Hitachi Energy",
          "publishedDate": null,
          "accessedDate": "2026-10-03",
          "type": "company"
        },
        {
          "id": "he-bio-salge",
          "url": "https://publisher.hitachienergy.com/preview?DocumentID=9AKK107992A9585&LanguageCode=en&DocumentPartId=&Action=launch",
          "title": "Gerhard Salge Bio",
          "publisher": "Hitachi Energy",
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          "accessedDate": "2026-10-03",
          "type": "company"
        },
        {
          "id": "he-bio-melles",
          "url": "https://publisher.hitachienergy.com/preview?DocumentID=8DBR001522&LanguageCode=en&DocumentPartId=&Action=launch",
          "title": "Bruno Melles Bio",
          "publisher": "Hitachi Energy",
          "publishedDate": null,
          "accessedDate": "2026-10-03",
          "type": "company"
        },
        {
          "id": "he-bio-persson",
          "url": "https://publisher.hitachienergy.com/preview?DocumentID=8DBR001575&LanguageCode=en&DocumentPartId=&Action=launch",
          "title": "Niklas Persson Bio",
          "publisher": "Hitachi Energy",
          "publishedDate": null,
          "accessedDate": "2026-10-03",
          "type": "company"
        },
        {
          "id": "he-bio-danieli",
          "url": "https://publisher.hitachienergy.com/preview?DocumentID=8DBR001574&LanguageCode=en&DocumentPartId=&Action=launch",
          "title": "Massimo Danieli Bio",
          "publisher": "Hitachi Energy",
          "publishedDate": null,
          "accessedDate": "2026-10-03",
          "type": "company"
        },
        {
          "id": "he-mississippi-primary",
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          "title": "Hitachi deepens commitment to U.S. manufacturing with Mississippi transformer factory",
          "publisher": "Hitachi Energy",
          "publishedDate": "2026-09-15",
          "accessedDate": "2026-10-21",
          "type": "press_release"
        },
        {
          "id": "he-tennet-primary",
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          "title": "Hitachi Energy and Larsen & Toubro expand offshore links for TenneT",
          "publisher": "Hitachi",
          "publishedDate": "2026-07-28",
          "accessedDate": "2026-10-21",
          "type": "press_release"
        }
      ]
    },
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      "name": "GE Vernova",
      "packetSha256": "1cb8f4594c652a2ea6399a617c8ff80b33021b6241a0aee496a7f33b14726da4",
      "compiledAt": "2026-10-20",
      "sources": [
        {
          "id": "s-10k",
          "url": "https://www.gevernova.com/sites/default/files/gevernova_2025_annual_report.pdf",
          "title": "GE Vernova 2025 Annual Report, including Form 10-K",
          "publisher": "GE Vernova",
          "publishedDate": "2026-01-29",
          "accessedDate": "2026-10-20",
          "type": "filing"
        },
        {
          "id": "s-q2pr",
          "url": "https://www.gevernova.com/sites/default/files/gev_webcast_pressrelease_07222026.pdf",
          "title": "GE Vernova reports second quarter 2026 financial results and raises 2026 financial guidance (PDF)",
          "publisher": "GE Vernova",
          "publishedDate": "2026-07-22",
          "accessedDate": "2026-10-20",
          "type": "press_release"
        },
        {
          "id": "s-q1pr",
          "url": "https://www.sec.gov/Archives/edgar/data/0001996810/000199681026000063/gevpressrelease1q26.htm",
          "title": "GE Vernova first quarter 2026 earnings release (Form 8-K Exhibit 99.1)",
          "publisher": "U.S. SEC (EDGAR)",
          "publishedDate": "2026-04-22",
          "accessedDate": "2026-10-02",
          "type": "filing"
        },
        {
          "id": "s-proxy",
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          "title": "GE Vernova 2026 proxy statement (DEF 14A)",
          "publisher": "U.S. SEC (EDGAR)",
          "publishedDate": "2026-04-03",
          "accessedDate": "2026-10-02",
          "type": "filing"
        },
        {
          "id": "s-yahoo",
          "url": "https://finance.yahoo.com/quote/GEV/",
          "title": "GE Vernova (GEV) quote, profile and holders",
          "publisher": "Yahoo Finance",
          "publishedDate": null,
          "accessedDate": "2026-10-02",
          "type": "data_provider"
        },
        {
          "id": "s-lead",
          "url": "https://www.gevernova.com/about/leadership",
          "title": "GE Vernova leadership",
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