{
  "schema": "5lc-selection-review/1",
  "sublayer": "foundry",
  "asOf": "2026-10-21",
  "status": "source-and-consistency-reviewed; final-editorial-review-pending",
  "scope": "Current wafer-manufacturing enterprises supplying AI compute and supporting semiconductors. Merchant foundries and integrated advanced-logic production roles are distinguished.",
  "commercialEligibility": "Current wafer production or commercial foundry service is required. Pilot lines, funding, prospective customer commitments and capacity under construction are tracked separately. Public/private ownership does not determine eligibility.",
  "predefinedFunctions": [
    {
      "id": "advanced-logic",
      "definition": "Current manufacture of advanced processors used for AI training, inference or server computing; internal manufacturing qualifies as a production role but not merchant revenue.",
      "minimumRepresentatives": 2
    },
    {
      "id": "specialty-control-power",
      "definition": "Current analog, power, mixed-signal, embedded-memory and connectivity processes used around AI processors and servers.",
      "minimumRepresentatives": 2
    },
    {
      "id": "optical-interconnect",
      "definition": "Current high-speed optical transceiver IC or photonics manufacturing, with production evidence distinct from future pilot announcements.",
      "minimumRepresentatives": 1
    },
    {
      "id": "memory-wafer-service",
      "definition": "Merchant memory wafer manufacturing and mature logic supporting memory systems, distinct from branded memory-chip sales.",
      "minimumRepresentatives": 1
    }
  ],
  "universe": [
    {
      "id": "tsmc",
      "functions": [
        "advanced-logic",
        "specialty-control-power",
        "optical-interconnect"
      ],
      "disposition": "selected",
      "reason": "Largest merchant foundry, current HPC production and broad process portfolio; Q3 issuer results confirm continuing activity.",
      "evidence": [
        "../packets/tsmc.json",
        "../reviews/tsmc.json"
      ]
    },
    {
      "id": "samsung-electronics",
      "functions": [
        "advanced-logic",
        "specialty-control-power"
      ],
      "disposition": "selected",
      "reason": "Foundry operating business retained through the canonical Samsung entity; advanced production and HBM base-die role. Parent revenue is not used.",
      "evidence": [
        "../packets/samsung-electronics.json",
        "../reviews/samsung-electronics.json"
      ]
    },
    {
      "id": "smic",
      "functions": [
        "advanced-logic",
        "specialty-control-power",
        "memory-wafer-service"
      ],
      "disposition": "selected",
      "reason": "Large current manufacturing activity, Chinese advanced and mature processes; restricted access and node interpretation remain in dossier.",
      "evidence": [
        "../packets/smic.json",
        "../reviews/smic.json"
      ]
    },
    {
      "id": "umc",
      "functions": [
        "specialty-control-power",
        "memory-wafer-service"
      ],
      "disposition": "selected",
      "reason": "Current mature logic, FPGA/server peripherals and memory-control processes. Future photonics is not treated as volume.",
      "evidence": [
        "../packets/umc.json",
        "../reviews/umc.json"
      ]
    },
    {
      "id": "globalfoundries",
      "functions": [
        "specialty-control-power",
        "optical-interconnect"
      ],
      "disposition": "selected",
      "reason": "Current specialty foundry and Fotonix/AMF capabilities. Future TSMC interposer capacity is not counted as current output.",
      "evidence": [
        "../packets/globalfoundries.json",
        "../reviews/globalfoundries.json"
      ]
    },
    {
      "id": "hua-hong",
      "functions": [
        "specialty-control-power",
        "memory-wafer-service"
      ],
      "disposition": "selected",
      "reason": "Current embedded memory, analog and power process activity; listed entity used. Huahong Group aggregate not assigned to it.",
      "evidence": [
        "../packets/hua-hong.json",
        "../reviews/hua-hong.json"
      ]
    },
    {
      "id": "intel",
      "functions": [
        "advanced-logic"
      ],
      "disposition": "selected-role-representative",
      "reason": "Current integrated processor manufacturing and current external foundry activity; represents a production role missed by merchant-revenue-only ranking. No boost from internal transfer revenue or future 14A customers.",
      "evidence": [
        "../packets/intel.json",
        "../reviews/intel.json"
      ]
    },
    {
      "id": "tower",
      "functions": [
        "specialty-control-power",
        "optical-interconnect"
      ],
      "disposition": "selected",
      "reason": "Current optical transceiver and silicon-photonics production; dated issuer revenue and operating results. Unqualified Intel corridor excluded.",
      "evidence": [
        "../packets/tower.json",
        "../reviews/tower.json"
      ]
    },
    {
      "id": "vis",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "selected-cutoff-sensitive",
      "reason": "Current specialty power/analog role and measured wafer sales. Future VSMC volume and GaN extensions excluded.",
      "evidence": [
        "../packets/vis.json",
        "../reviews/vis.json"
      ]
    },
    {
      "id": "psmc",
      "functions": [
        "memory-wafer-service",
        "specialty-control-power"
      ],
      "disposition": "selected-provisional-role-representative",
      "reason": "Current merchant memory-wafer activity and complementary mature logic. Represents memory-wafer manufacturing rather than assuming that future PWF/HBM projects are already producing.",
      "evidence": [
        "../packets/psmc.json",
        "../reviews/psmc.json"
      ]
    },
    {
      "id": "nexchip",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "eligible-cutoff-alternative",
      "reason": "Larger than PSMC in the same external foundry estimate. Current DDIC/CIS production is established; AI-server PMICs and 28nm logic remain in validation in H1. It replaces PSMC if ranking solely by revenue or if memory-wafer representation is not required.",
      "sourceIds": [
        "nexchip-h126",
        "nexchip-platform",
        "tf-q226"
      ]
    },
    {
      "id": "xfab",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "eligible-cutoff-alternative",
      "reason": "Current specialty foundry, reported $199.830m Q2. Three SiC data-center design wins are not production volumes; photonics volume expected in 2028. Current revenue cannot resolve its AI-only importance against PSMC/VIS.",
      "sourceIds": [
        "xfab-q226"
      ]
    },
    {
      "id": "db-hitek",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "candidate-evidence-gap",
      "reason": "Issuer discovery identified current AI-data-center power products, but full current release timed out. No current revenue or ordinal rank assigned from search snippets. Must remain a named cutoff alternative, not be scored zero."
    },
    {
      "id": "silterra",
      "functions": [
        "specialty-control-power",
        "optical-interconnect"
      ],
      "disposition": "eligible-scale-unresolved",
      "reason": "Current company profile supports merchant CMOS, high-voltage/BCD and photonics capabilities. Comparable production/revenue unavailable; private status is not exclusion.",
      "sourceIds": [
        "silterra-exhibitor"
      ]
    },
    {
      "id": "skywater",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "eligible-scale-unresolved",
      "reason": "July acquisition closed; merchant foundry continues as IonQ subsidiary. Current relevant AI production scale not established; do not use IonQ valuation or quantum orders as AI output.",
      "sourceIds": [
        "skywater-close"
      ]
    },
    {
      "id": "lfoundry",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "eligible-scale-unresolved",
      "reason": "Current 150/110nm specialty technology and foundry services; comparable revenue and AI-specific deployments not established.",
      "sourceIds": [
        "lfoundry-profile"
      ]
    },
    {
      "id": "rapidus",
      "functions": [
        "advanced-logic"
      ],
      "disposition": "emerging-not-current-commercial",
      "reason": "Pilot activity and 2027 commercial target; retain researched directory dossier, remove current-production representative slot.",
      "evidence": [
        "../packets/rapidus.json",
        "../reviews/rapidus.json"
      ]
    },
    {
      "id": "samsung-foundry",
      "functions": [
        "advanced-logic"
      ],
      "disposition": "alias-folded",
      "reason": "Operating business of Samsung Electronics; one canonical parent dossier with foundry placement, not second company."
    },
    {
      "id": "hh-grace",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "consolidated",
      "reason": "Part of listed Hua Hong; not a separate selected enterprise."
    },
    {
      "id": "huali-fab5",
      "functions": [
        "specialty-control-power"
      ],
      "disposition": "consolidated-after-acquisition",
      "reason": "Huali Fab5 acquired by listed Hua Hong in September. Q2 boundaries unchanged; future consolidated periods must be updated."
    },
    {
      "id": "advanced-micro-foundry",
      "functions": [
        "optical-interconnect"
      ],
      "disposition": "consolidated",
      "reason": "Acquired by GlobalFoundries; no additional selected-company slot."
    },
    {
      "id": "texas-instruments",
      "functions": [],
      "disposition": "outside-merchant-scope",
      "reason": "Integrated analog/power vendor; relevant chip output belongs to chip-design/device supply, not independent merchant foundry service in this comparison."
    },
    {
      "id": "micron",
      "functions": [],
      "disposition": "outside-memory-manufacturer-scope",
      "reason": "Branded DRAM/NAND manufacturer counted in Memory. Tongluo acquisition alone does not establish merchant logic foundry service."
    }
  ],
  "universeConstruction": "Previous roster and pool, external whole-market foundry research, issuer product/segment disclosures and expanded specialty/private foundry search. The production roles were defined before applying the candidate comparison; explicit cutoff alternatives remain visible.",
  "observations": [
    {
      "id": "tsmc",
      "metric": "Foundry revenue",
      "value": 40200,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "TrendForce foundry revenue estimate; company total includes packaging"
    },
    {
      "id": "samsung-electronics",
      "metric": "Foundry revenue",
      "value": 3260,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Foundry business only; estimate, not Samsung parent or memory revenue"
    },
    {
      "id": "smic",
      "metric": "Foundry revenue",
      "value": 3000,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Release rounds to more than $3bn; exact company consolidated revenue $3,005.588m"
    },
    {
      "id": "umc",
      "metric": "Foundry revenue",
      "value": 2180,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Rounded UMC foundry revenue"
    },
    {
      "id": "globalfoundries",
      "metric": "Foundry revenue",
      "value": 1790,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Rounded estimate; company reported $1,786m"
    },
    {
      "id": "huahong-group",
      "metric": "Foundry revenue",
      "value": 1270,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Huahong Group, NOT interchangeable with the listed Hua Hong Semiconductor entity"
    },
    {
      "id": "tower",
      "metric": "Foundry revenue",
      "value": 460,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Rounded estimate; issuer $460.079m"
    },
    {
      "id": "vis",
      "metric": "Foundry revenue",
      "value": 451,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Rounded USD estimate; issuer Q2 NT$14,245m"
    },
    {
      "id": "nexchip",
      "metric": "Foundry revenue",
      "value": 447,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Foundry estimate; DDIC/CIS dominate; exclude unrelated revenue"
    },
    {
      "id": "psmc",
      "metric": "Foundry revenue",
      "value": 432,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "external-estimate",
      "sourceIds": [
        "tf-q226"
      ],
      "boundary": "Narrower foundry estimate, NOT whole company NT$17,290.184m"
    },
    {
      "id": "hua-hong",
      "metric": "Listed company consolidated revenue",
      "value": 717.537,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "measured-reported",
      "sourceIds": [
        "hua-hong:hh-q2"
      ],
      "boundary": "Listed group before September Huali acquisition; not all Huahong Group activities"
    },
    {
      "id": "intel",
      "metric": "External foundry revenue",
      "value": 293,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "measured-reported",
      "sourceIds": [
        "intel:i-10q"
      ],
      "boundary": "Wafer fabrication plus assembly and test; internal foundry sales excluded"
    },
    {
      "id": "intel",
      "metric": "Total Foundry segment revenue including internal",
      "value": 5765,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "measured-reported",
      "sourceIds": [
        "intel:i-10q"
      ],
      "boundary": "Diagnostic only. Not a merchant-foundry ranking input."
    },
    {
      "id": "xfab",
      "metric": "Consolidated foundry revenue",
      "value": 199.83,
      "unit": "USD million",
      "period": "2026 Q2",
      "classification": "measured-reported",
      "sourceIds": [
        "xfab-q226"
      ],
      "boundary": "Includes $3.852m IFRS15 over-time adjustment; before adjustment $195.979m"
    },
    {
      "id": "nexchip",
      "metric": "Consolidated revenue under Chinese Accounting Standards",
      "value": 5956.67357699,
      "unit": "CNY million",
      "period": "2026 H1",
      "classification": "measured-reported",
      "sourceIds": [
        "nexchip-h126"
      ],
      "boundary": "Main business $5,765.8117m CNY; not all consolidated revenue is wafer-foundry revenue. No spot-FX conversion."
    },
    {
      "id": "nexchip",
      "metric": "Main-business product composition",
      "value": {
        "DDIC": 53.24,
        "CIS": 25.34,
        "PMIC": 12.82,
        "Logic": 4.02,
        "MCU": 4.25
      },
      "unit": "percent of main-business revenue",
      "period": "2026 H1",
      "classification": "measured-reported",
      "sourceIds": [
        "nexchip-h126"
      ],
      "boundary": "Listed categories do not exhaust total. AI-server PMICs under validation; not counted as established AI-server production."
    },
    {
      "id": "rapidus",
      "metric": "Commercial production",
      "value": null,
      "unit": null,
      "period": "2026-10-21 review",
      "classification": "unavailable-not-zero",
      "sourceIds": [
        "rapidus:rp-about"
      ],
      "boundary": "2nm pilot evidence; 2027 commercial production target. Financing is not output."
    }
  ],
  "parameters": {
    "maximumRepresentatives": 10,
    "globalCompositeWeights": null,
    "reasonNoComposite": "A weighted sum would turn incompletely comparable revenue, transfer prices and undisclosed AI fractions into invented precision. Revenue and capacity are alternate views, not additive scores.",
    "roleMinimums": [
      {
        "id": "advanced-logic",
        "definition": "Current manufacture of advanced processors used for AI training, inference or server computing; internal manufacturing qualifies as a production role but not merchant revenue.",
        "minimumRepresentatives": 2
      },
      {
        "id": "specialty-control-power",
        "definition": "Current analog, power, mixed-signal, embedded-memory and connectivity processes used around AI processors and servers.",
        "minimumRepresentatives": 2
      },
      {
        "id": "optical-interconnect",
        "definition": "Current high-speed optical transceiver IC or photonics manufacturing, with production evidence distinct from future pilot announcements.",
        "minimumRepresentatives": 1
      },
      {
        "id": "memory-wafer-service",
        "definition": "Merchant memory wafer manufacturing and mature logic supporting memory systems, distinct from branded memory-chip sales.",
        "minimumRepresentatives": 1
      }
    ],
    "withinRoleOrdering": "Use reported relevant activity where comparable; retain tied or unresolved alternatives where scope differs.",
    "cutoffTolerance": "Illustrative ±5% and ±10% stress bands on the external estimates. These are declared robustness assumptions, NOT statistical confidence intervals.",
    "missingTreatment": "Unknown remains null. No zero assignment, funding substitute, disclosure-quality multiplier or parent-revenue fallback.",
    "globalCoverageThreshold": null,
    "coverageReason": "No reconciled global production denominator covers merchant services and captive manufacturing. Do not assert 95% AI coverage or divide by the selected-company subtotal."
  },
  "methodsCompared": [
    {
      "method": "Revenue baseline",
      "fit": "Transparent within comparable merchant scope; misses captive manufacturing and may mis-map group boundaries."
    },
    {
      "method": "Wafer capacity baseline",
      "fit": "Physical but 200mm/300mm, qualified output versus installed nameplate, nodes, layer counts, utilization and yield make a pooled number misleading."
    },
    {
      "method": "Weighted composite",
      "fit": "Not adopted. No validated empirical weights; double counting revenue and share/capacity would exaggerate scale."
    },
    {
      "method": "Evidence-qualified role coverage with relevant-activity baseline",
      "fit": "Recommended for current AI value-chain representation. Measured comparisons retained; role choices and cutoff uncertainty explicit."
    }
  ],
  "selectedCompanyIds": [
    "tsmc",
    "samsung-electronics",
    "smic",
    "umc",
    "globalfoundries",
    "hua-hong",
    "intel",
    "tower",
    "vis",
    "psmc"
  ],
  "selected": [
    {
      "companyId": "tsmc",
      "displayOrder": 1,
      "rankIsNumericallyOrdered": false,
      "status": "selected",
      "reason": "Largest merchant foundry, current HPC production and broad process portfolio; Q3 issuer results confirm continuing activity."
    },
    {
      "companyId": "samsung-electronics",
      "displayOrder": 2,
      "rankIsNumericallyOrdered": false,
      "status": "selected",
      "reason": "Foundry operating business retained through the canonical Samsung entity; advanced production and HBM base-die role. Parent revenue is not used."
    },
    {
      "companyId": "smic",
      "displayOrder": 3,
      "rankIsNumericallyOrdered": false,
      "status": "selected",
      "reason": "Large current manufacturing activity, Chinese advanced and mature processes; restricted access and node interpretation remain in dossier."
    },
    {
      "companyId": "umc",
      "displayOrder": 4,
      "rankIsNumericallyOrdered": false,
      "status": "selected",
      "reason": "Current mature logic, FPGA/server peripherals and memory-control processes. Future photonics is not treated as volume."
    },
    {
      "companyId": "globalfoundries",
      "displayOrder": 5,
      "rankIsNumericallyOrdered": false,
      "status": "selected",
      "reason": "Current specialty foundry and Fotonix/AMF capabilities. Future TSMC interposer capacity is not counted as current output."
    },
    {
      "companyId": "hua-hong",
      "displayOrder": 6,
      "rankIsNumericallyOrdered": false,
      "status": "selected",
      "reason": "Current embedded memory, analog and power process activity; listed entity used. Huahong Group aggregate not assigned to it."
    },
    {
      "companyId": "intel",
      "displayOrder": 7,
      "rankIsNumericallyOrdered": false,
      "status": "selected-role-representative",
      "reason": "Current integrated processor manufacturing and current external foundry activity; represents a production role missed by merchant-revenue-only ranking. No boost from internal transfer revenue or future 14A customers."
    },
    {
      "companyId": "tower",
      "displayOrder": 8,
      "rankIsNumericallyOrdered": false,
      "status": "selected",
      "reason": "Current optical transceiver and silicon-photonics production; dated issuer revenue and operating results. Unqualified Intel corridor excluded."
    },
    {
      "companyId": "vis",
      "displayOrder": 9,
      "rankIsNumericallyOrdered": false,
      "status": "selected-cutoff-sensitive",
      "reason": "Current specialty power/analog role and measured wafer sales. Future VSMC volume and GaN extensions excluded."
    },
    {
      "companyId": "psmc",
      "displayOrder": 10,
      "rankIsNumericallyOrdered": false,
      "status": "selected-provisional-role-representative",
      "reason": "Current merchant memory-wafer activity and complementary mature logic. Represents memory-wafer manufacturing rather than assuming that future PWF/HBM projects are already producing."
    }
  ],
  "cutoff": {
    "provisional": [
      "vis",
      "psmc"
    ],
    "alternatives": [
      "nexchip",
      "db-hitek",
      "xfab",
      "silterra"
    ],
    "interpretation": "The tenth displayed company is a provisional role representative, not a statistically established tenth-largest supplier. DB HiTek and private alternatives require further comparable AI-role evidence before unique ordering is possible.",
    "entryRule": "A demonstrably current missing function, comparable activity exceeding the cutoff under stated stress bands, or a material ownership/production change triggers reselection; do not churn on tiny quarterly revenue differences."
  },
  "calculations": [
    {
      "formula": "sum(TrendForce rounded revenue observations)",
      "result": 53490,
      "unit": "USD million",
      "meaning": "Rounded top-ten subtotal, not total market"
    },
    {
      "formula": "40200/0.725",
      "result": 55448.275862068964,
      "unit": "USD million",
      "meaning": "Diagnostic implied broad market from rounded TSMC share; not a confirmed denominator and not used for selection"
    },
    {
      "formula": "5956.67357699-5765.8117",
      "result": 190.86187698999947,
      "unit": "CNY million",
      "meaning": "Nexchip total less main-business revenue; prevents whole-company substitution"
    },
    {
      "formula": "5765-293",
      "result": 5472,
      "unit": "USD million",
      "meaning": "Intel segment revenue not external; internal transfer activity excluded from merchant ranking"
    }
  ],
  "cutoffPairwiseSensitivity": [
    {
      "a": "tower",
      "b": "vis",
      "ratio": 1.0199556541019956,
      "minimumSymmetricRelativeBandForOverlap": 0.009879253567508232,
      "formula": "abs(a-b)/(a+b)"
    },
    {
      "a": "tower",
      "b": "nexchip",
      "ratio": 1.029082774049217,
      "minimumSymmetricRelativeBandForOverlap": 0.014332965821389196,
      "formula": "abs(a-b)/(a+b)"
    },
    {
      "a": "tower",
      "b": "psmc",
      "ratio": 1.0648148148148149,
      "minimumSymmetricRelativeBandForOverlap": 0.03139013452914798,
      "formula": "abs(a-b)/(a+b)"
    },
    {
      "a": "vis",
      "b": "nexchip",
      "ratio": 1.0089485458612975,
      "minimumSymmetricRelativeBandForOverlap": 0.004454342984409799,
      "formula": "abs(a-b)/(a+b)"
    },
    {
      "a": "vis",
      "b": "psmc",
      "ratio": 1.0439814814814814,
      "minimumSymmetricRelativeBandForOverlap": 0.021517553793884484,
      "formula": "abs(a-b)/(a+b)"
    },
    {
      "a": "nexchip",
      "b": "psmc",
      "ratio": 1.0347222222222223,
      "minimumSymmetricRelativeBandForOverlap": 0.017064846416382253,
      "formula": "abs(a-b)/(a+b)"
    }
  ],
  "sensitivityTests": [
    {
      "case": "Merchant revenue only",
      "result": [
        "tsmc",
        "samsung-electronics",
        "smic",
        "umc",
        "globalfoundries",
        "huahong-group",
        "tower",
        "vis",
        "nexchip",
        "psmc"
      ],
      "meaning": "Includes Nexchip and the Huahong Group boundary; excludes Intel and Rapidus. It is a baseline, not the recommended canonical roster."
    },
    {
      "case": "Remove the memory-wafer function requirement",
      "result": [
        "tsmc",
        "samsung-electronics",
        "smic",
        "umc",
        "globalfoundries",
        "hua-hong",
        "intel",
        "tower",
        "vis",
        "nexchip"
      ],
      "meaning": "A deliberate scope change changes the marginal representative. PSMC is not robustly superior to Nexchip on size."
    },
    {
      "case": "Strict external-wafer comparison only",
      "result": [
        "tsmc",
        "samsung-electronics",
        "smic",
        "umc",
        "globalfoundries",
        "hua-hong",
        "tower",
        "vis",
        "psmc",
        "nexchip"
      ],
      "meaning": "Intel internal production is outside this narrower objective. External $293m includes packaging/test and cannot establish comparable pure-wafer rank."
    },
    {
      "case": "Require independently confirmed current AI-only production volume",
      "result": null,
      "meaning": "Most companies lack a comparable AI-only volume; cannot publish a defensible ten-company numerical ranking under this assumption."
    },
    {
      "case": "±5% estimate perturbation",
      "result": "All six pairwise intervals among Tower, VIS, Nexchip and PSMC overlap.",
      "meaning": "Their exact rank order cannot be treated as robust."
    },
    {
      "case": "±10% estimate perturbation",
      "result": "Same cutoff cluster overlaps; no manufactured ten-place certainty.",
      "meaning": "Role coverage and primary commercialization evidence remain the decision basis."
    },
    {
      "case": "Private or undisclosed activity treated as zero",
      "result": "Rejected",
      "meaning": "Would automatically penalize SilTerra and other opaque suppliers. No such imputation used."
    },
    {
      "case": "Future capacity counted as current",
      "result": "Rejected",
      "meaning": "Would improperly promote Rapidus and future VSMC, Intel14A and PSMC projects."
    }
  ],
  "changesVersusPrior": {
    "prior": [
      "tsmc",
      "smic",
      "umc",
      "globalfoundries",
      "hua-hong",
      "tower",
      "vis",
      "psmc",
      "samsung-foundry",
      "rapidus"
    ],
    "removed": [
      "rapidus"
    ],
    "added": [
      "intel"
    ],
    "aliases": {
      "samsung-foundry": "samsung-electronics"
    },
    "directoryRetention": [
      "rapidus"
    ],
    "reason": "Replace future commercial pilot with current integrated production; consolidate Samsung alias."
  },
  "limitations": [
    "The representative set is not a total ordering of economic indispensability or expected investment returns.",
    "Ten slots and minimum role representation are editorial choices; removing a role changes the marginal selection.",
    "No defensible AI-only worldwide revenue or production denominator is available.",
    "TrendForce Huahong Group and the listed Hua Hong entity have different reporting boundaries; their figures must not be silently interchanged.",
    "Nexchip evidence supports a serious cutoff alternative. Its AI-server PMIC production was not established by the H1 filing.",
    "DB HiTek issuer release retrieval timed out; current discovery remains a research gap. SilTerra/LFoundry/SkyWater are not assigned zero importance for limited disclosure."
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          "label": "Monthly manufacturing capacity",
          "value": "1,096,500",
          "unit": "standard logic 200mm-equivalent wafers per month",
          "period": "End-Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-q226-hkex"
          ],
          "locator": "Q2 p. 5"
        },
        {
          "label": "Wafer shipments / utilization",
          "value": "2,869,495 / 93.7%",
          "unit": "200mm-equivalent wafers / percent",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-q226-hkex"
          ],
          "locator": "Q2 p. 5; utilization is wafers OUT divided by estimated quarterly capacity, not shipments/capacity"
        },
        {
          "label": "Revenue from China",
          "value": "90.2",
          "unit": "percent of revenue",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-q226-hkex"
          ],
          "locator": "Q2 p. 5"
        },
        {
          "label": "Operating cash flow",
          "value": "2,522.116",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-q226-hkex"
          ],
          "locator": "Q2 pp. 8, 12"
        },
        {
          "label": "Reported capital expenditure",
          "value": "1,835.7",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-q226-hkex"
          ],
          "locator": "Q2 p. 5; not the cash-flow statement acquisition-of-PP&E line"
        },
        {
          "label": "Cash PP&E / intangible acquisitions",
          "value": "1,540.943 / 5.664",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-q226-hkex"
          ],
          "locator": "Q2 p. 12"
        },
        {
          "label": "Cash and cash equivalents / total debt",
          "value": "8,216.015 / 14,018.957",
          "unit": "USD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-q226-hkex"
          ],
          "locator": "Q2 p. 8; debt includes leases"
        },
        {
          "label": "Net debt under company definition",
          "value": "162.342",
          "unit": "USD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-ir26-hkex"
          ],
          "locator": "Interim p. 16; deducts cash, current FVPL assets and amortised-cost financial assets"
        },
        {
          "label": "Issued shares",
          "value": "6,014,569,609 Hong Kong shares; 2,547,775,982 A shares",
          "unit": "shares",
          "period": "September 30, 2026",
          "asOf": "2026-09-30",
          "evidence": "filing",
          "sourceIds": [
            "smic-september-shares"
          ],
          "locator": "September monthly return p. 2"
        },
        {
          "label": "Foundry market share, external estimate",
          "value": "5.4",
          "unit": "percent of estimated global foundry revenue",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "reported",
          "sourceIds": [
            "trendforce-2q26"
          ],
          "locator": "TrendForce ranking; not percent of its top-ten subtotal"
        }
      ],
      "calculations": [
        {
          "label": "Q2 wafer sales",
          "formula": "3005.588 * 0.946",
          "resultUSDmillion": 2843.286248,
          "qualification": "Calculated from rounded revenue share, not separately audited amount"
        },
        {
          "label": "300mm-equivalent quarterly shipments",
          "formula": "2869495 / 2.25",
          "resultWafers": 1275331.111111111,
          "qualification": "Area conversion only; not process capability or AI capacity"
        },
        {
          "label": "Q3 revenue guidance",
          "formula": "3005.588 * [1.02,1.04]",
          "rangeUSDmillion": [
            3065.6997600000004,
            3125.81152
          ]
        },
        {
          "label": "September shares",
          "formula": "6014569609+2547775982",
          "result": 8562345591
        },
        {
          "label": "June CICT percentage",
          "formula": "1155513450/8560805995*100",
          "result": 13.497717979765994
        },
        {
          "label": "June IC Fund I percentage",
          "formula": "582332707/8560805995*100",
          "result": 6.8023116905127345
        },
        {
          "label": "Net debt",
          "formula": "14018.957-8216.015-85.206-5555.394",
          "resultUSDmillion": 162.342
        }
      ]
    },
    "umc": {
      "path": "chips/packets/umc.json",
      "sha256": "17b81193c3306b0f8fe6787e96ca5f7534ae693a5ae8b8b5ed18577a7a02eb08",
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      "reviewSha256": "4e666a60ca1fe3ed6992d158f2945a5977f50f36a8bb2c978e2054ef3fe44d03",
      "sourceDatesPreserved": true,
      "keyMetrics": [
        {
          "label": "Revenue, FY2025",
          "value": "237.553199",
          "unit": "TWD billion",
          "period": "Year ended December 31, 2025",
          "asOf": "2025-12-31",
          "evidence": "filing",
          "sourceIds": [
            "ar25"
          ],
          "locator": "pp. 4, 107"
        },
        {
          "label": "Net income attributable to parent, FY2025",
          "value": "41.7",
          "unit": "TWD billion, rounded",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "filing",
          "sourceIds": [
            "ar25"
          ],
          "locator": "p. 4"
        },
        {
          "label": "Revenue, Q2 2026",
          "value": "68.733",
          "unit": "TWD billion",
          "period": "Quarter ended June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "pp. 3–4"
        },
        {
          "label": "Operating income and attributable net income",
          "value": "14.950 operating; 42.260 attributable",
          "unit": "TWD billion",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "pp. 3–4"
        },
        {
          "label": "Net investment gain",
          "value": "30.045",
          "unit": "TWD billion",
          "period": "Q2 2026; non-operating",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "p. 4"
        },
        {
          "label": "Gross margin and utilization",
          "value": "32.5% gross margin; 85% utilization",
          "unit": "percent",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "pp. 3, 8"
        },
        {
          "label": "Wafer shipments and capacity",
          "value": "1.129 million shipped; 1.305 million quarterly capacity",
          "unit": "12-inch-equivalent wafers",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "pp. 8–9"
        },
        {
          "label": "Operating cash flow, reported capex and free cash flow",
          "value": "33.698 operating cash flow; about 9.73 capex; about 23.97 free cash flow",
          "unit": "TWD billion",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "p. 5; company capex definition differs from PP&E cash-line alone"
        },
        {
          "label": "Cash and credit/bond balances",
          "value": "124.71 cash; 11.97 short-term and 45.57 long-term credit/bonds",
          "unit": "TWD billion",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "p. 6"
        },
        {
          "label": "September sales",
          "value": "25.350431",
          "unit": "TWD billion",
          "period": "September 2026, monthly report",
          "asOf": "2026-09-30",
          "evidence": "company_stated",
          "sourceIds": [
            "monthly"
          ],
          "locator": "September row"
        },
        {
          "label": "Third-quarter sales, sum of monthly reports",
          "value": "74.239117",
          "unit": "TWD billion",
          "period": "July–September 2026; not full quarterly results",
          "asOf": "2026-09-30",
          "evidence": "inference",
          "sourceIds": [
            "monthly"
          ],
          "locator": "23.844045 + 25.044641 + 25.350431"
        },
        {
          "label": "Capital spending budget",
          "value": "2.0",
          "unit": "USD billion",
          "period": "2026 guidance",
          "asOf": "2026-07-29",
          "evidence": "company_stated",
          "sourceIds": [
            "q226"
          ],
          "locator": "p. 10"
        },
        {
          "label": "Foundry market share, external estimate",
          "value": "3.9",
          "unit": "percent of estimated world foundry revenue",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "reported",
          "sourceIds": [
            "tf"
          ],
          "locator": "Foundry ranking; not percentage of top-ten subtotal"
        },
        {
          "label": "Employees, annual-report table",
          "value": "19097",
          "unit": "people",
          "period": "2025 table scope",
          "asOf": "2025-12-31",
          "evidence": "filing",
          "sourceIds": [
            "ar25"
          ],
          "locator": "p. 108; company overview separately rounds worldwide workforce to 20000"
        }
      ],
      "calculations": [
        {
          "formula": "23.844045+25.044641+25.350431",
          "result": 74.239117,
          "unit": "TWD billion",
          "meaning": "Q3 monthly-sales sum, not quarterly profit release"
        },
        {
          "formula": "39+32+13+16",
          "result": 100,
          "meaning": "Application wafer shares"
        },
        {
          "formula": "1129/1305*100",
          "result": 86.51340996,
          "meaning": "Shipment/capacity ratio differs from company wafer-output utilization definition; not used as utilization"
        }
      ]
    },
    "globalfoundries": {
      "path": "chips/packets/globalfoundries.json",
      "sha256": "70e821e2fd156880bf58c84e1e71a0ade8497032932b18b32542b200b124da62",
      "reviewPath": "chips/reviews/globalfoundries.json",
      "reviewSha256": "c15f6c6d0e7ebc902782c675926e226d013e42dcdece7447e2c0a09da338bf7e",
      "sourceDatesPreserved": true,
      "keyMetrics": [
        {
          "label": "Revenue, FY2025",
          "value": "6.791",
          "unit": "USD billion",
          "period": "Year ended December 31, 2025",
          "asOf": "2025-12-31",
          "evidence": "company_stated",
          "sourceIds": [
            "gf-20f25",
            "gf-fy25"
          ],
          "locator": "Income statement"
        },
        {
          "label": "FY2025 IFRS net income and operating cash flow",
          "value": "888 net income; 1,731 operating cash flow",
          "unit": "USD million",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "company_stated",
          "sourceIds": [
            "gf-fy25"
          ],
          "locator": "Income and cash-flow tables"
        },
        {
          "label": "Q2 revenue",
          "value": "1,786",
          "unit": "USD million",
          "period": "Quarter ended June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "gf-q2-26"
          ],
          "locator": "Income statement"
        },
        {
          "label": "Q2 IFRS profitability",
          "value": "505 gross profit; 174 operating profit; 167 net income; 0.30 diluted EPS",
          "unit": "USD million except USD/share EPS",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "gf-q2-26"
          ],
          "locator": "Income statement"
        },
        {
          "label": "Q2 IFRS margins",
          "value": "28.3% gross; 9.7% operating",
          "unit": "Percent",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Reported margins"
        },
        {
          "label": "Q2 wafer shipments",
          "value": "625,000",
          "unit": "300mm-equivalent wafers",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "gf-q2-26"
          ],
          "locator": "Wafer shipment table"
        },
        {
          "label": "Q2 cash flow",
          "value": "405 operating cash flow; 411 purchases of property, equipment and intangibles; 3 grants; −3 adjusted free cash flow",
          "unit": "USD million",
          "period": "Q2 2026; adjusted free cash flow is non-IFRS",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Cash flow and non-IFRS reconciliation"
        },
        {
          "label": "Cash and marketable securities",
          "value": "1,087 cash; 1,270 current securities; 946 noncurrent securities; 3,303 combined",
          "unit": "USD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Balance sheet"
        },
        {
          "label": "Financial debt",
          "value": "1,122, comprising 98 current and 1,024 noncurrent; lease liabilities excluded",
          "unit": "USD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "gf-q2-26"
          ],
          "locator": "Balance sheet"
        },
        {
          "label": "Q3 revenue guidance",
          "value": "1,860–1,910",
          "unit": "USD million",
          "period": "Company forecast for Q3 2026, issued August 5",
          "asOf": "2026-08-05",
          "evidence": "company_stated",
          "sourceIds": [
            "gf-q2-26"
          ],
          "locator": "Outlook"
        },
        {
          "label": "Q3 IFRS gross-margin guidance",
          "value": "28.5–30.5",
          "unit": "Percent",
          "period": "Company forecast for Q3 2026, issued August 5",
          "asOf": "2026-08-05",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Outlook"
        },
        {
          "label": "Dresden expansion target",
          "value": "More than 1 million annual 300mm wafers by end-2028",
          "unit": "Wafers/year, future capacity",
          "period": "Company target; not current output",
          "asOf": "2026-10-09",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "SPRINT capacity target"
        }
      ],
      "calculations": [
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          "formula": "2678+1410+1189+745+769",
          "result": 6791,
          "unit": "USD million",
          "meaning": "FY2025 end markets reconcile to group revenue"
        },
        {
          "formula": "405−411+3",
          "result": -3,
          "unit": "USD million",
          "meaning": "Company adjusted free cash flow; non-IFRS grants included"
        },
        {
          "formula": "1087+1270+946",
          "result": 3303,
          "unit": "USD million",
          "meaning": "Cash plus current and noncurrent marketable securities"
        },
        {
          "formula": "98+1024",
          "result": 1122,
          "unit": "USD million",
          "meaning": "Financial debt excluding lease liabilities"
        },
        {
          "formula": "1885±25",
          "result": [
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            1910
          ],
          "unit": "USD million",
          "meaning": "Q3 company revenue guidance"
        }
      ]
    },
    "hua-hong": {
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      "reviewPath": "chips/reviews/hua-hong.json",
      "reviewSha256": "d2983f7fdf2a3da4db746f7361e3cc712d6b54bdbcd0477f804c720a83bf08c3",
      "sourceDatesPreserved": true,
      "keyMetrics": [
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          "label": "FY2025 revenue and gross margin",
          "value": "2,402.1 revenue; 11.8% gross margin",
          "unit": "USD million and percent",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "filing",
          "sourceIds": [
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          ],
          "locator": "Chairman’s statement"
        },
        {
          "label": "Q2 revenue and gross profit",
          "value": "717.537 revenue; 118.404 gross profit; 16.5% gross margin",
          "unit": "USD million and percent",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
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          ],
          "locator": "Summary of operating results"
        },
        {
          "label": "Q2 net profit attribution",
          "value": "3.878 consolidated profit; 38.639 attributable to owners; −34.761 attributable to non-controlling interests",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-q2"
          ],
          "locator": "Income statement"
        },
        {
          "label": "Q2 wafer shipments and utilization",
          "value": "1,538,000 200mm-equivalent wafers; 102.8% utilization",
          "unit": "Wafers and percent",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-q2"
          ],
          "locator": "Operating data, pp. 8–9; utilization uses output divided by estimated capacity"
        },
        {
          "label": "Monthly capacity",
          "value": "508,000 200mm-equivalent wafers",
          "unit": "Wafers/month on a 30-day basis",
          "period": "End of Q2 2026, before Huali acquisition",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-q2"
          ],
          "locator": "Operating data, p. 9"
        },
        {
          "label": "Computing end-market revenue",
          "value": "11.707; 1.6% of total",
          "unit": "USD million and percent",
          "period": "Q2 2026; not AI-only revenue",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
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          ],
          "locator": "Revenue by end market"
        },
        {
          "label": "Q2 operating cash flow and capital expenditure",
          "value": "338.054 operating cash flow; 356.566 capital expenditure",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-q2"
          ],
          "locator": "Cash-flow and capital-expenditure tables"
        },
        {
          "label": "Cash and bank borrowings",
          "value": "4,532.224 cash; 3,567.548 bank borrowings, excluding lease liabilities",
          "unit": "USD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-q2",
            "hh-interim"
          ],
          "locator": "Balance sheets"
        },
        {
          "label": "First-half revenue and attributable profit",
          "value": "1,378.462 revenue; 59.568 profit attributable to owners; −13.389 consolidated loss",
          "unit": "USD million",
          "period": "H1 2026",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-interim"
          ],
          "locator": "Income statement, p. 5"
        },
        {
          "label": "Committed capital expenditure",
          "value": "3,248.394",
          "unit": "USD million",
          "period": "June 30, 2026 commitments; not expenditure incurred",
          "asOf": "2026-06-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-interim"
          ],
          "locator": "Capital commitments, p. 51"
        },
        {
          "label": "Q3 guidance",
          "value": "770–780 revenue; 16–18% gross margin",
          "unit": "USD million and percent",
          "period": "Company forecast issued August 13, 2026",
          "asOf": "2026-08-13",
          "evidence": "filing",
          "sourceIds": [
            "hh-q2"
          ],
          "locator": "Outlook"
        },
        {
          "label": "Huali design capacity",
          "value": "38,000 300mm wafers/month",
          "unit": "Wafers/month",
          "period": "Acquisition circular dated January 22, 2026; not a newly measured October run rate",
          "asOf": "2026-01-22",
          "evidence": "filing",
          "sourceIds": [
            "hh-circular"
          ],
          "locator": "pp. 45 and 86"
        },
        {
          "label": "Shares outstanding",
          "value": "1,928,494,794: 1,329,976,402 Hong Kong shares and 598,518,392 A shares",
          "unit": "Ordinary shares",
          "period": "September 30, 2026",
          "asOf": "2026-09-30",
          "evidence": "filing",
          "sourceIds": [
            "hh-monthly",
            "hh-complete"
          ],
          "locator": "Monthly return and completion table"
        }
      ],
      "calculations": [
        {
          "formula": "200.116+183.106+182.309+83.203+68.803",
          "result": 717.537,
          "unit": "USD million",
          "meaning": "Q2 technology-platform reconciliation"
        },
        {
          "formula": "38.639-34.761",
          "result": 3.878,
          "unit": "USD million",
          "meaning": "Consolidated Q2 profit, distinct from parent-attributable profit"
        },
        {
          "formula": "1737726402+190768392",
          "result": 1928494794,
          "unit": "Shares",
          "meaning": "Acquisition share issuance reconciles post-completion capital"
        },
        {
          "formula": "473136220/1928494794*100",
          "result": 24.534,
          "unit": "Percent",
          "meaning": "Primary rounded 24.53% Huahong Group ownership; indirect interests included once"
        },
        {
          "formula": "1042.5+1084.2; 4170+2780",
          "result": [
            2126.7,
            6950
          ],
          "unit": "USD million",
          "meaning": "Listed-group planned JV equity and total project investment; not current expenditure"
        }
      ]
    },
    "tower": {
      "path": "chips/packets/tower.json",
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      "sourceDatesPreserved": true,
      "keyMetrics": [
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          "label": "FY2025 revenue",
          "value": "1,566.104",
          "unit": "USD million",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Consolidated statement of operations"
        },
        {
          "label": "FY2025 profitability",
          "value": "363.854 gross profit; 194.172 operating profit; 220.470 profit attributable to the company",
          "unit": "USD million",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-statements25"
          ],
          "locator": "Consolidated statement of operations"
        },
        {
          "label": "FY2025 operating cash flow",
          "value": "395.482, including USD105 million lease prepayment",
          "unit": "USD million",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-statements25"
          ],
          "locator": "Cash-flow statement and note 12D"
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        {
          "label": "Q2 revenue",
          "value": "460.079",
          "unit": "USD million",
          "period": "Quarter ended June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-q2-26-gnw"
          ],
          "locator": "Statement of operations"
        },
        {
          "label": "Q2 GAAP profitability",
          "value": "137.772 gross profit; 90.290 operating profit; 90.619 consolidated profit; 90.769 attributable profit",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-q2-26-gnw"
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          "locator": "Statement of operations"
        },
        {
          "label": "Q2 GAAP EPS",
          "value": "0.80 basic; 0.79 diluted",
          "unit": "USD/share",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Statement of operations"
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        {
          "label": "Q2 cash flow",
          "value": "176.965 operating cash flow; 186.585 investment in property and equipment, net",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-q2-26-gnw"
          ],
          "locator": "Cash-flow statement"
        },
        {
          "label": "Cash and short-term deposits",
          "value": "231.188 cash; 1,250.225 deposits; 1,481.413 combined",
          "unit": "USD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-q2-26-gnw"
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          "locator": "Balance sheet"
        },
        {
          "label": "Debt, including lease obligations",
          "value": "141.696: 16.921 current and 124.775 noncurrent",
          "unit": "USD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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            "tw-statements25"
          ],
          "locator": "Balance sheet; annual liquidity discussion explains included leases"
        },
        {
          "label": "First-half revenue and attributable profit",
          "value": "873.710 revenue; 155.801 attributable profit",
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          "period": "H1 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Statement of operations"
        },
        {
          "label": "Silicon-photonics annualized revenue run rate",
          "value": "680",
          "unit": "USD million/year annualized",
          "period": "Q2 2026 management disclosure; not trailing-year revenue",
          "asOf": "2026-08-04",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-q2-26"
          ],
          "locator": "CEO statement"
        },
        {
          "label": "Q3 revenue guidance",
          "value": "520 ±5%, equivalent to 494–546",
          "unit": "USD million",
          "period": "Company forecast issued August 4",
          "asOf": "2026-08-04",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-q2-26"
          ],
          "locator": "Outlook"
        },
        {
          "label": "Japan expansion plan",
          "value": "Approximately 3 billion net company investment after 1 billion of government support",
          "unit": "USD",
          "period": "Announced July 2026; future expenditure",
          "asOf": "2026-07-14",
          "evidence": "company_stated",
          "sourceIds": [
            "tw-japan"
          ],
          "locator": "Investment terms"
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      ],
      "calculations": [
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          "formula": "231.188+1250.225",
          "result": 1481.413,
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          "meaning": "Cash plus short-term deposits"
        },
        {
          "formula": "16.921+124.775",
          "result": 141.696,
          "unit": "USD million",
          "meaning": "Debt balance including issuer-classified lease obligations"
        },
        {
          "formula": "176.965-186.585",
          "result": -9.62,
          "unit": "USD million",
          "meaning": "Simple Q2 operating cash flow less net PP&E investment, not company-defined adjusted free cash flow"
        },
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          "formula": "520*[0.95,1.05]",
          "result": [
            494,
            546
          ],
          "unit": "USD million",
          "meaning": "Company Q3 revenue guidance interval"
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          "formula": "90.769-0.150",
          "result": 90.619,
          "unit": "USD million",
          "meaning": "Q2 profit attributable to shareholders plus NCI loss equals consolidated profit"
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      "path": "chips/packets/vis.json",
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          "label": "Net revenue",
          "value": "NT$48.59 billion, up 10%; gross margin 28.1%; net income attributable NT$7.9 billion",
          "unit": "TWD",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "filing",
          "sourceIds": [
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          ],
          "locator": "2025 Annual Report, Letter to Shareholders; IV.A.1 sales revenue table; retained historical extraction, not independently re-extracted in the current review"
        },
        {
          "label": "Annual capacity, shipments and utilization",
          "value": "About 3,434 thousand 8-inch wafers of capacity; 2,532 thousand shipped; utilization 74%",
          "unit": "8-inch wafers per year",
          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "2025 Annual Report, Letter to Shareholders (Capacity and Sales); retained historical extraction, not independently re-extracted in the current review"
        },
        {
          "label": "Capital expenditure",
          "value": "About NT$64 billion, driven by the Singapore 12-inch fab",
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          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "2025 Annual Report, Letter to Shareholders; retained historical extraction, not independently re-extracted in the current review"
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          "label": "Revenue",
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          "period": "Q2 2026",
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          "locator": "Quarterly income statement"
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          "label": "Gross profit and margin",
          "value": "4,604; 32.3%",
          "unit": "NTD million; percent",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
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          "locator": "Quarterly income statement"
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        {
          "label": "Operating profit",
          "value": "2,901",
          "unit": "NTD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Quarterly income statement"
        },
        {
          "label": "Net income attributable to parent shareholders",
          "value": "2,975",
          "unit": "NTD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Quarterly income statement"
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        {
          "label": "Earnings per share",
          "value": "1.56",
          "unit": "NTD",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Quarterly income statement"
        },
        {
          "label": "Wafer shipments and blended selling price",
          "value": "Shipments +11%; ASP +3%",
          "unit": "Quarter-on-quarter changes",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Release operating discussion"
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        {
          "label": "September sales",
          "value": "5,903.705",
          "unit": "NTD million; unaudited",
          "period": "September 2026",
          "asOf": "2026-09-30",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Monthly release; thousands divided by 1,000"
        },
        {
          "label": "Nine-month sales",
          "value": "42,478.500",
          "unit": "NTD million; unaudited",
          "period": "January–September 2026",
          "asOf": "2026-09-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Monthly release; thousands divided by 1,000"
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        {
          "label": "VSMC capacity target",
          "value": "44,000",
          "unit": "300mm wafers per month; future target",
          "period": "2029 target",
          "asOf": "2026-09-28",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Opening release"
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        {
          "label": "VSMC volume production",
          "value": "First quarter of 2027",
          "unit": "Future target; not current commercial output",
          "period": "Production ramp",
          "asOf": "2026-09-28",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Opening release"
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      ],
      "calculations": [
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          "formula": "5903705 / 1000",
          "result": 5903.705,
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          "meaning": "September sales conversion from published thousands"
        },
        {
          "formula": "42478500 / 1000",
          "result": 42478.5,
          "unit": "NTD million",
          "meaning": "Nine-month sales conversion"
        },
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          "formula": "354709 × 1000",
          "result": 354709000,
          "unit": "shares",
          "meaning": "TSMC retained shares at June 30; source percentage rounded to 19%"
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          "label": "FY2025 revenue and net loss",
          "value": "46,730.113 revenue; −7,812.660 net result",
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          "period": "FY2025",
          "asOf": "2025-12-31",
          "evidence": "company_stated",
          "sourceIds": [
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          "label": "Q2 revenue",
          "value": "17,290.184",
          "unit": "NTD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Income statement"
        },
        {
          "label": "Q2 profitability",
          "value": "4,888.925 gross profit; 3,684.085 operating profit; 3,291.141 net profit",
          "unit": "NTD million",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Income statement"
        },
        {
          "label": "Q2 earnings per share",
          "value": "0.76 basic; 0.75 diluted",
          "unit": "NTD/share",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          ],
          "locator": "Income statement"
        },
        {
          "label": "H1 revenue and net profit",
          "value": "30,862.646 revenue; 17,522.350 profit; basic EPS 4.08",
          "unit": "NTD million, except EPS",
          "period": "H1 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Income statement"
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        {
          "label": "Tongluo disposal gain",
          "value": "20,236.947",
          "unit": "NTD million",
          "period": "March 2026 transaction",
          "asOf": "2026-03-13",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Note 12; not product revenue"
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        {
          "label": "H1 equipment impairment",
          "value": "5,508.028",
          "unit": "NTD million",
          "period": "H1 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Notes 12 and 23; non-recurring assessment"
        },
        {
          "label": "H1 operating cash flow and PP&E purchases",
          "value": "15,058.597 operating cash flow; 3,356.968 PP&E payments",
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          "period": "H1 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
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          "locator": "Cash-flow statement"
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        {
          "label": "Cash balances",
          "value": "40,117.988 balance-sheet cash; 41,709.651 cash-flow total including 1,591.663 in hedging assets",
          "unit": "NTD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Cash-flow reconciliation"
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        {
          "label": "Borrowings and leases",
          "value": "27,413.641 borrowings; 2,607.794 lease liabilities separately",
          "unit": "NTD million",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Balance sheet"
        },
        {
          "label": "Shares issued and fully paid",
          "value": "4,711.760",
          "unit": "million shares, rounded in filing",
          "period": "June 30, 2026",
          "asOf": "2026-06-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Note 21"
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        {
          "label": "June equity issue",
          "value": "420 million ordinary shares; USD832.792 million GDR proceeds plus NTD1,687.787 million employee subscriptions",
          "unit": "Mixed units as reported",
          "period": "Completed June 12, 2026",
          "asOf": "2026-06-12",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Note 21"
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        {
          "label": "September revenue",
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          "unit": "NTD million, unaudited",
          "period": "September 2026",
          "asOf": "2026-09-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "2026 monthly table"
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        {
          "label": "Third-quarter monthly-sales sum",
          "value": "21,342.792",
          "unit": "NTD million, calculated; not a quarterly earnings release",
          "period": "July–September 2026",
          "asOf": "2026-09-30",
          "evidence": "inference",
          "sourceIds": [
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          "locator": "6,668.883 + 7,008.845 + 7,665.064"
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        {
          "label": "Nine-month revenue",
          "value": "52,205.438",
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          "period": "January–September 2026",
          "asOf": "2026-09-30",
          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Monthly table sum"
        },
        {
          "label": "Foundry-market estimate",
          "value": "432",
          "unit": "USD million; provider scope differs from consolidated sales",
          "period": "Q2 2026",
          "asOf": "2026-06-30",
          "evidence": "reported",
          "sourceIds": [
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          "locator": "September market review"
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        {
          "label": "Issued ordinary shares",
          "value": "4,712,080,856",
          "unit": "shares",
          "period": "Issuer profile output October 20, 2026",
          "asOf": "2026-10-20",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Issuer 6770: issued ordinary shares field"
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      ],
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          "formula": "7421.886+5934.792+3933.506",
          "result": 17290.184,
          "unit": "NTD million",
          "meaning": "Q2 product-sales reconciliation"
        },
        {
          "formula": "2010.517+25403.124",
          "result": 27413.641,
          "unit": "NTD million",
          "meaning": "Borrowings excluding leases"
        },
        {
          "formula": "620.377+1987.417",
          "result": 2607.794,
          "unit": "NTD million",
          "meaning": "Lease liabilities"
        },
        {
          "formula": "6668.883+7008.845+7665.064",
          "result": 21342.792,
          "unit": "NTD million",
          "meaning": "Q3 monthly-sales sum"
        },
        {
          "formula": "17290.184-3933.506",
          "result": 13356.678,
          "unit": "NTD million",
          "meaning": "Excluding memory dies; provider-scope reconciliation hypothesis only"
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      ]
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      "sha256": "6f75bf293db2584fe342c5bf55226ad7450ca1209225edf19a99c06b1b6cde54",
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      "reviewSha256": "44a03613ecbc882b73ba01b862c957808f0c4cb2d8a91f138423783960882525",
      "sourceDatesPreserved": true,
      "keyMetrics": [
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          "label": "Revenue",
          "value": "16,128",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Income statement"
        },
        {
          "label": "Gross profit and margin",
          "value": "6,509; 40.4%",
          "unit": "USD million; percent",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Income statement and release"
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        {
          "label": "Operating income",
          "value": "1,796",
          "unit": "USD million; GAAP",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Income statement"
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        {
          "label": "Net loss attributable to Intel",
          "value": "11,033 loss",
          "unit": "USD million; GAAP",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Income statement; includes government-share remeasurement"
        },
        {
          "label": "EPS, GAAP and adjusted",
          "value": "-2.16 GAAP; +0.42 non-GAAP",
          "unit": "USD per diluted share",
          "period": "Q2 2026",
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          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Reported measures and reconciliation"
        },
        {
          "label": "Government escrow-share fair-value loss",
          "value": "12,529",
          "unit": "USD million; non-cash accounting effect",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Note 5; Note 4 and MD&A explanation"
        },
        {
          "label": "Data Center and AI revenue",
          "value": "6,262",
          "unit": "USD million; not AI-only revenue",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Note 2"
        },
        {
          "label": "External foundry, assembly and test revenue",
          "value": "293",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          ],
          "locator": "Note 2; total foundry segment revenue 5,765"
        },
        {
          "label": "Intel Foundry operating loss",
          "value": "2,089 loss",
          "unit": "USD million",
          "period": "Q2 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          ],
          "locator": "Note 2"
        },
        {
          "label": "Cash and short-term investments",
          "value": "29,727 = 12,874 cash + 16,853 short-term investments",
          "unit": "USD million; restricted cash excluded",
          "period": "June 27, 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Balance sheet"
        },
        {
          "label": "Short-term and long-term debt",
          "value": "50,537 = 1,988 + 48,549",
          "unit": "USD million; reported debt lines",
          "period": "June 27, 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Balance sheet; not a sum of all liabilities"
        },
        {
          "label": "Operating cash flow",
          "value": "8,102",
          "unit": "USD million",
          "period": "First six months of 2026",
          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Cash-flow statement"
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        {
          "label": "Additions to property, plant and equipment",
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          "asOf": "2026-06-27",
          "evidence": "filing",
          "sourceIds": [
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          "locator": "Cash-flow statement"
        },
        {
          "label": "Workforce",
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          "evidence": "filing",
          "sourceIds": [
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          "locator": "Human capital; not an October 2026 headcount"
        },
        {
          "label": "August equity offering",
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          "unit": "Priced offering; subsequent close not established",
          "period": "August 2026 prospectus",
          "asOf": "2026-08-10",
          "evidence": "filing",
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          "evidence": "inference",
          "sourceIds": [
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        },
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          "evidence": "inference",
          "sourceIds": [
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          "locator": "16919 + 11314 - 8065; annual plus current H1 minus prior H1"
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          "evidence": "inference",
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          "evidence": "company_stated",
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          "evidence": "company_stated",
          "sourceIds": [
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          "evidence": "company_stated",
          "sourceIds": [
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          "label": "Revenue and operating results",
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          "period": "Current public-source review",
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          "unit": "Company target",
          "period": "Future milestone",
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          "evidence": "company_stated",
          "sourceIds": [
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          "locator": "Facility opening release"
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          "unit": "participating firms; not customers or contracts",
          "period": "October 5, 2026",
          "asOf": "2026-10-05",
          "evidence": "company_stated",
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          "locator": "Associate list"
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          "formula": "100+150",
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          "formula": "100+167.6",
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    "script": "chips/evidence/reconcile_selection_inputs.py",
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    "numericInputsChanged": false,
    "selectionChanged": false,
    "scenariosChanged": false,
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      "Micron MR27 remains an issuer release, not a filed annual statement.",
      "PSMC foundry-market activity is an external estimate; its monthly-revenue sum is derived.",
      "NVIDIA Groq consideration is a transaction disclosure, excluded from recurring activity inputs.",
      "Packaging financial operands bind to annual/interim financial sources, not unrelated supplier filings."
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