{
  "project": "Erwin",
  "version": "1.0.0",
  "generated": "2026-07-31",
  "framework": "Anu v12.2",
  "series_count": 325,
  "series": [
    {
      "sid": "D001",
      "display_name": "Gross Public Construction, Excluding Military (Constant Dollars) for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02146USA379NNBR",
      "units": "millions_constant_1929_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1889,
      "end_year": 1955,
      "observations": 67,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D002",
      "display_name": "Gross Public Construction, Excluding Military for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02151USA398NNBR",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1889,
      "end_year": 1955,
      "observations": 67,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D003",
      "display_name": "Net Public Construction, Excluding Military for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02213USA398NNBR",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1889,
      "end_year": 1955,
      "observations": 67,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D004",
      "display_name": "Net Public Construction, Excluding Military (Constant Dollars) for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02214USA379NNBR",
      "units": "millions_constant_1929_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1889,
      "end_year": 1955,
      "observations": 67,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D005",
      "display_name": "Net Military Construction (Constant Dollars) for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02216USA379NNBR",
      "units": "millions_constant_1929_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1914,
      "end_year": 1955,
      "observations": 42,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D006",
      "display_name": "Federal Construction Expenditures, Military and Naval Construction for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02225USA550NNBR",
      "units": "thousands_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1791,
      "end_year": 1919,
      "observations": 129,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D007",
      "display_name": "Federal Nonmilitary Construction for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02268USA398NNBR",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1915,
      "end_year": 1962,
      "observations": 48,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D008",
      "display_name": "Federal Construction Expenditures, Nonmilitary for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A02281USA550NNBR",
      "units": "thousands_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1791,
      "end_year": 1919,
      "observations": 129,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D009",
      "display_name": "Military Facilities (Constant Dollars) for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A0228AUSA380NNBR",
      "units": "millions_constant_1947_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1915,
      "end_year": 1946,
      "observations": 32,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Database \u2014 pre-WWII public construction series. Units consistent with NBER historical conventions: millions_usd (nominal), millions_constant_1929_usd (real), thousands_usd for 1791-1919 federal series. Value ranges plausible for the era.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D010",
      "display_name": "Government social benefits: to persons: Federal: Veterans' benefits",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A1594C1A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2023,
      "observations": 95,
      "category": "veterans_benefits_employment",
      "subcategory": "benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA \u2014 Veterans benefits and government social benefits. Units: billions_usd for aggregate transfers, values consistent with federal budget data (e.g., VA benefits ~$196B in 2023). Date ranges 1929-2023 consistent with NIPA tables.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D011",
      "display_name": "Manufacturers' New Orders: Communications Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34DNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D012",
      "display_name": "Manufacturers' Total Inventories: Communications Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34DTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D013",
      "display_name": "Manufacturers' Value of Shipments: Communications Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34DVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D014",
      "display_name": "Manufacturers' New Orders: Communications Equipment Manufacturing, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34ENO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D015",
      "display_name": "Manufacturers' Total Inventories: Communications Equipment Manufacturing, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34ETI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D016",
      "display_name": "Manufacturers' Value of Shipments: Communications Equipment Manufacturing, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34EVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D017",
      "display_name": "Manufacturers' New Orders: Search and Navigation Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34INO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D018",
      "display_name": "Manufacturers' Total Inventories: Search and Navigation Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34ITI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D019",
      "display_name": "Manufacturers' New Orders: Search and Navigation Equipment, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34JNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D020",
      "display_name": "Manufacturers' Value of Shipments: Search and Navigation Equipment, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A34JVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D021",
      "display_name": "Real federal government consumption expenditures: Defense consumption expenditures: Gross output of general government: Intermediate goods and services purchased: Services (chain-type quantity index)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A489RA3A086NBEA",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "price_deflator",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D022",
      "display_name": "Real federal government consumption expenditures: Defense consumption expenditures: Gross output of general government: Intermediate goods and services purchased: Services (chain-type quantity index)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A489RA3Q086SBEA",
      "units": "index_2017_100",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "price_deflator",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D023",
      "display_name": "Government consumption expenditures: Federal: Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A542RC1A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D024",
      "display_name": "Government consumption expenditures: Federal: Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A542RC1Q027SBEA",
      "units": "billions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D025",
      "display_name": "Government consumption expenditures and gross investment: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A824RC1A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D026",
      "display_name": "Government consumption expenditures and gross investment: Federal: National defense (implicit price deflator)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A824RD3A086NBEA",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D027",
      "display_name": "Government consumption expenditures and gross investment: Federal: National defense (implicit price deflator)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A824RD3Q086SBEA",
      "units": "index_2017_100",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D028",
      "display_name": "Shares of gross domestic product: Government consumption expenditures and gross investment: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A824RE1A156NBEA",
      "units": "percent",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D029",
      "display_name": "Shares of gross domestic product: Government consumption expenditures and gross investment: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A824RE1Q156NBEA",
      "units": "percent",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D030",
      "display_name": "Real government consumption expenditures and gross investment: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A824RX1A020NBEA",
      "units": "billions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2007,
      "end_year": 2024,
      "observations": 18,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D031",
      "display_name": "Real government consumption expenditures and gross investment: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A824RX1Q020SBEA",
      "units": "billions_chained_2017_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 2007,
      "end_year": 2025,
      "observations": 74,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D032",
      "display_name": "Government consumption expenditures and gross investment: Federal: Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A825RC1A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D033",
      "display_name": "Government consumption expenditures and gross investment: Federal: Nondefense (implicit price deflator)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A825RD3A086NBEA",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D034",
      "display_name": "Government consumption expenditures and gross investment: Federal: Nondefense (implicit price deflator)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A825RD3Q086SBEA",
      "units": "index_2017_100",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D035",
      "display_name": "Real government consumption expenditures and gross investment: Federal: Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A825RX1A020NBEA",
      "units": "billions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2007,
      "end_year": 2024,
      "observations": 18,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D036",
      "display_name": "Real government consumption expenditures and gross investment: Federal: Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A825RX1Q020SBEA",
      "units": "billions_chained_2017_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 2007,
      "end_year": 2025,
      "observations": 74,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D037",
      "display_name": "Real gross government fixed investment: Structures: Federal: Nondefense: New",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A831RX1A020NBEA",
      "units": "billions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2007,
      "end_year": 2023,
      "observations": 17,
      "category": "nipa_defense_aggregates",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D038",
      "display_name": "Government consumption expenditures: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A997RC1A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D039",
      "display_name": "Government consumption expenditures: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "A997RC1Q027SBEA",
      "units": "billions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D040",
      "display_name": "Expenses for Armored Car Services, All Establishments, Employer Firms",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ACSEAEEF3561613",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2021,
      "observations": 19,
      "category": "other",
      "subcategory": "armored_car_services",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D041",
      "display_name": "Expenses for Armored Car Services, Establishments Subject To Federal Income Tax, Employer Firms",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ACSEESTFITE3561613",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2021,
      "observations": 19,
      "category": "other",
      "subcategory": "armored_car_services",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D042",
      "display_name": "Manufacturers' New Orders: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADAPNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "aircraft_parts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D043",
      "display_name": "Manufacturers' Total Inventories: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADAPTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "aircraft_parts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D044",
      "display_name": "Manufacturers' Unfilled Orders: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADAPUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "aircraft_parts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D045",
      "display_name": "Manufacturers' Value of Shipments: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADAPVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "aircraft_parts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D046",
      "display_name": "Manufacturers' New Orders: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADEFNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "capital_goods",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D047",
      "display_name": "Manufacturers' Total Inventories: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADEFTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "capital_goods",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D048",
      "display_name": "Manufacturers' Unfilled Orders: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADEFUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "capital_goods",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D049",
      "display_name": "Manufacturers' Value of Shipments: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADEFVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "capital_goods",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D050",
      "display_name": "Manufacturers' New Orders: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADXDNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D051",
      "display_name": "Manufacturers' Total Inventories: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADXDTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D052",
      "display_name": "Manufacturers' Unfilled Orders: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADXDUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D053",
      "display_name": "Manufacturers' Value of Shipments: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ADXDVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D054",
      "display_name": "Gross Domestic Product: Military in Alaska",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AKGOVFEDMILNGSP",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D055",
      "display_name": "Chain-Type Quantity Index for Real GDP: Military in Alaska",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AKGOVFEDMILQGSP",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D056",
      "display_name": "Real Gross Domestic Product: Military in Alaska",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AKGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D057",
      "display_name": "Gross Domestic Product: Military in Alabama",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ALGOVFEDMILNGSP",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D058",
      "display_name": "Real Gross Domestic Product: Military in Alabama",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ALGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D059",
      "display_name": "Manufacturers' New Orders: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AMXDNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D060",
      "display_name": "Manufacturers' Total Inventories: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AMXDTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D061",
      "display_name": "Manufacturers' Unfilled Orders: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AMXDUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D062",
      "display_name": "Manufacturers' Value of Shipments: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AMXDVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D063",
      "display_name": "Manufacturers' New Orders: Nondefense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANAPNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D064",
      "display_name": "Manufacturers' Total Inventories: Nondefense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANAPTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D065",
      "display_name": "Manufacturers' Unfilled Orders: Nondefense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANAPUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D066",
      "display_name": "Manufacturers' Value of Shipments: Nondefense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANAPVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D067",
      "display_name": "Manufacturers' New Orders: Nondefense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANDENO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D068",
      "display_name": "Manufacturers' Total Inventories: Nondefense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANDETI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D069",
      "display_name": "Manufacturers' Unfilled Orders: Nondefense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANDEUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D070",
      "display_name": "Manufacturers' Value of Shipments: Nondefense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANDEVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D071",
      "display_name": "Manufacturers' Total Inventories: Nondefense Capital Goods Excluding Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANXATI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D072",
      "display_name": "Manufacturers' Unfilled Orders: Nondefense Capital Goods Excluding Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANXAUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D073",
      "display_name": "Manufacturers' Value of Shipments: Nondefense Capital Goods Excluding Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ANXAVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "nondefense_comparison",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D074",
      "display_name": "Real Gross Domestic Product: Military in Arkansas",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ARGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D075",
      "display_name": "Average Sales Price of Houses Sold by Type of Financing, Veteran's Administration (VA) Guaranteed",
      "source": "FRED (clair) via Robin",
      "source_series_id": "ASPTFVAG",
      "units": "usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1988,
      "end_year": 2025,
      "observations": 150,
      "category": "other",
      "subcategory": "va_housing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D076",
      "display_name": "Gross Domestic Product: Military in Arizona",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AZGOVFEDMILNGSP",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D077",
      "display_name": "Real Gross Domestic Product: Military in Arizona",
      "source": "FRED (clair) via Robin",
      "source_series_id": "AZGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D078",
      "display_name": "Imports of Merchandise: Adjusted, Excluding Military (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "BOPMM",
      "units": "billions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1960,
      "end_year": 2014,
      "observations": 217,
      "category": "other",
      "subcategory": "trade_excluding_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D079",
      "display_name": "Gross Domestic Product: Military in California",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CAGOVFEDMILNGSP",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D080",
      "display_name": "Real Gross Domestic Product: Military in California",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CAGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D081",
      "display_name": "Gross Domestic Product: Military in Colorado",
      "source": "FRED (clair) via Robin",
      "source_series_id": "COGOVFEDMILNGSP",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D082",
      "display_name": "Real Gross Domestic Product: Military in Colorado",
      "source": "FRED (clair) via Robin",
      "source_series_id": "COGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D083",
      "display_name": "Contributions for government social insurance: Employee and self-employed contributions: Federal social insurance funds: Veterans life insurance",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CON5741A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2023,
      "observations": 95,
      "category": "veterans_benefits_employment",
      "subcategory": "benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA \u2014 Veterans benefits and government social benefits. Units: billions_usd for aggregate transfers, values consistent with federal budget data (e.g., VA benefits ~$196B in 2023). Date ranges 1929-2023 consistent with NIPA tables.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D084",
      "display_name": "Real Gross Domestic Product: Military in Connecticut",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CTGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D085",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans Benefits by Income Before Taxes: $50,000 to $69,999",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHBNFTSLB0209M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2012,
      "observations": 21,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D086",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans Benefits by Age: Under Age 25",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHBNFTSLB0402M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1984,
      "end_year": 2012,
      "observations": 29,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D087",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans Benefits by Region: Residence in the Midwest Census Region",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHBNFTSLB1103M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1984,
      "end_year": 2012,
      "observations": 29,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D088",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans Benefits by Region: Residence in the West Census Region",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHBNFTSLB1105M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1984,
      "end_year": 2012,
      "observations": 29,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D089",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Income Before Taxes: $100,000 to $119,999",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB0215M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2013,
      "end_year": 2015,
      "observations": 3,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D090",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Income Before Taxes: Less Than $15,000",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB0218M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2015,
      "end_year": 2023,
      "observations": 9,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D091",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Income Before Taxes: $100,000 to $149,999",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB0221M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2015,
      "end_year": 2023,
      "observations": 9,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D092",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Race: Black or African American",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB0905M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2013,
      "end_year": 2023,
      "observations": 10,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D093",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Region: Residence in the Midwest Census Region",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB1103M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2013,
      "end_year": 2023,
      "observations": 11,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D094",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Deciles of Income Before Taxes: Second 10 Percent (11st to 20th Percentile)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB1503M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2014,
      "end_year": 2023,
      "observations": 10,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D095",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Deciles of Income Before Taxes: Third 10 Percent (21st to 30th Percentile)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB1504M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2014,
      "end_year": 2023,
      "observations": 10,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS/CEX \u2014 Veterans household income and benefits. Units in USD, values plausible for household-level survey data. Date ranges consistent with CPS survey availability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D096",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Deciles of Income Before Taxes: Fifth 10 Percent (41st to 50th Percentile)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB1506M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2014,
      "end_year": 2023,
      "observations": 10,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D097",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Deciles of Income Before Taxes: Eighth 10 Percent (71st to 80th Percentile)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB1509M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2014,
      "end_year": 2023,
      "observations": 10,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D098",
      "display_name": "Income Before Taxes: Unemployment and Workers' Compensation, Veterans' Benefits, and Regular Contributions by Deciles of Income Before Taxes: Highest 10 Percent (91st to 100th Percentile)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "CXUOTHREGINLB1511M",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2014,
      "end_year": 2023,
      "observations": 9,
      "category": "veterans_benefits_employment",
      "subcategory": "consumer_survey",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D099",
      "display_name": "Real Gross Domestic Product: Military in Delaware",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DEGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D100",
      "display_name": "Real personal consumption expenditures: Services: Food furnished to employees (including military) (chain-type quantity index)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DFOORA3A086NBEA",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "other",
      "subcategory": "military_food_services",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D101",
      "display_name": "Personal consumption expenditures: Services: Food furnished to employees (including military) (chain-type price index)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DFOORG3A086NBEA",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "other",
      "subcategory": "military_food_services",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D102",
      "display_name": "Real personal consumption expenditures: Services: Food furnished to employees (including military)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DFOORX1A020NBEA",
      "units": "billions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2007,
      "end_year": 2024,
      "observations": 18,
      "category": "other",
      "subcategory": "military_food_services",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D103",
      "display_name": "Federal Government: National Defense Gross Investment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DGI",
      "units": "billions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D104",
      "display_name": "Federal Government: Real National Defense Gross Investment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DGIC96",
      "units": "billions_chained_2017_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 2007,
      "end_year": 2025,
      "observations": 74,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D105",
      "display_name": "Real personal consumption expenditures: Durable goods: Sporting equipment, supplies, guns, and ammunition (chain-type quantity index)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DSPGRA3A086NBEA",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "other",
      "subcategory": "sporting_goods_ammo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D106",
      "display_name": "Personal consumption expenditures: Durable goods: Sporting equipment, supplies, guns, and ammunition",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DSPGRC1A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "other",
      "subcategory": "sporting_goods_ammo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D107",
      "display_name": "Personal consumption expenditures: Durable goods: Sporting equipment, supplies, guns, and ammunition (chain-type price index)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DSPGRG3A086NBEA",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "other",
      "subcategory": "sporting_goods_ammo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D108",
      "display_name": "Real personal consumption expenditures: Durable goods: Sporting equipment, supplies, guns, and ammunition",
      "source": "FRED (clair) via Robin",
      "source_series_id": "DSPGRX1A020NBEA",
      "units": "billions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2007,
      "end_year": 2024,
      "observations": 18,
      "category": "other",
      "subcategory": "sporting_goods_ammo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D109",
      "display_name": "Federal Government: National Defense Consumption Expenditures and Gross Investment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "FDEFX",
      "units": "billions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D110",
      "display_name": "Federal Government: Nondefense Consumption Expenditures and Gross Investment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "FNDEFX",
      "units": "billions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D111",
      "display_name": "Government current expenditures: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "G160071A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1959,
      "end_year": 2023,
      "observations": 65,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D112",
      "display_name": "Government current expenditures: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "G160461A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1959,
      "end_year": 2023,
      "observations": 65,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D113",
      "display_name": "Industrial Production: Gross Value of Products: Defense and Space Equipment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "GVIPT52300S",
      "units": "billions_constant_2017_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1972,
      "end_year": 2025,
      "observations": 642,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D114",
      "display_name": "Industrial Production: Gross Value of Products: Defense and Space Equipment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "GVIPT52300SQ",
      "units": "billions_constant_2017_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1972,
      "end_year": 2025,
      "observations": 214,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D115",
      "display_name": "Gross Domestic Product: Military in Hawaii",
      "source": "FRED (clair) via Robin",
      "source_series_id": "HIGOVFEDMILNGSP",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D116",
      "display_name": "Real Gross Domestic Product: Military in Hawaii",
      "source": "FRED (clair) via Robin",
      "source_series_id": "HIGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D117",
      "display_name": "Houses Sold by Type of Financing, Veteran's Administration (VA) Guaranteed",
      "source": "FRED (clair) via Robin",
      "source_series_id": "HSTFVAG",
      "units": "thousands_persons",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1988,
      "end_year": 2025,
      "observations": 150,
      "category": "other",
      "subcategory": "va_housing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D118",
      "display_name": "Investment in Government Fixed Assets: Federal: National defense: Structures: Buildings: Residential",
      "source": "FRED (clair) via Robin",
      "source_series_id": "I3GDEFN1SB100",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1901,
      "end_year": 2023,
      "observations": 123,
      "category": "other",
      "subcategory": "government_fixed_assets",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D119",
      "display_name": "Investment in Government Fixed Assets: Government nonresidential fixed assets: Structures: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "I3GDEFN1STNR0",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1901,
      "end_year": 2023,
      "observations": 123,
      "category": "other",
      "subcategory": "government_fixed_assets",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D120",
      "display_name": "Investment in Government Fixed Assets: Government nonresidential fixed assets: Structures: Federal: Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "I3GNDEF1STNR0",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1901,
      "end_year": 2023,
      "observations": 123,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D121",
      "display_name": "Industrial Production: Equipment: Defense and Space Equipment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "IPB52300A",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2024,
      "observations": 78,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D122",
      "display_name": "Industrial Production: Equipment: Defense and Space Equipment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "IPB52300N",
      "units": "index_2017_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 942,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D123",
      "display_name": "Industrial Production: Equipment: Defense and Space Equipment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "IPB52300NQ",
      "units": "index_2017_100",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D124",
      "display_name": "Industrial Production: Equipment: Defense and Space Equipment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "IPB52300S",
      "units": "index_2017_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 942,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D125",
      "display_name": "Industrial Production: Equipment: Defense and Space Equipment",
      "source": "FRED (clair) via Robin",
      "source_series_id": "IPB52300SQ",
      "units": "index_2017_100",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D126",
      "display_name": "Population Level - Women, Total Veterans, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU00049528",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2000,
      "end_year": 2025,
      "observations": 306,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D127",
      "display_name": "Population Level - Women, Veterans, Other Service Periods, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU00049588",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 230,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D128",
      "display_name": "Population Level - Women, Nonveterans, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU00049603",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2000,
      "end_year": 2025,
      "observations": 306,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D129",
      "display_name": "Population Level - Veterans, Vietnam-Era and Earlier Wartime Periods, 18 Years and over, Women",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU00073766",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D130",
      "display_name": "Civilian Labor Force Level - Women, Veterans, Gulf War Era II, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01066414",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 234,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D131",
      "display_name": "Civilian Labor Force Level - Women, Veterans, Gulf War Era I, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01066421",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D132",
      "display_name": "Civilian Labor Force Level - Veterans, Vietnam-Era and Earlier Wartime Periods, 18 Years and over, Women",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01073766",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D133",
      "display_name": "Labor Force Participation Rate - Total Veterans, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01349526",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2000,
      "end_year": 2025,
      "observations": 306,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D134",
      "display_name": "Labor Force Participation Rate - Men, Total Veterans, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01349527",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2000,
      "end_year": 2025,
      "observations": 306,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D135",
      "display_name": "Labor Force Participation Rate - Women, Veterans, Gulf War Era II, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01366414",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 234,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D136",
      "display_name": "Labor Force Participation Rate - Women, Veterans, Gulf War Era I, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01366421",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans population estimates. Values are in thousands per BLS/CPS convention (e.g., 2,259 = 2.259M women veterans). Consistent with VA population estimates. NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D137",
      "display_name": "Labor Force Participation Rate - Veterans, Vietnam-Era and Earlier Wartime Periods, 18 Years and over, Men",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01373765",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D138",
      "display_name": "Labor Force Participation Rate - Veterans, Vietnam-Era and Earlier Wartime Periods, 18 Years and over, Women",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01373766",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D139",
      "display_name": "Labor Force Participation Rate - Veterans, Vietnam-Era and Earlier Wartime Periods, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU01377884",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D140",
      "display_name": "Employment-Population Ratio - Women, Total Veterans, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU02349528",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2000,
      "end_year": 2025,
      "observations": 306,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D141",
      "display_name": "Employment-Population Ratio - Veterans, Vietnam-Era and Earlier Wartime Periods, 18 Years and over, Women",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU02373766",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D142",
      "display_name": "Unemployment Level - Women, Total Veterans, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU03049528",
      "units": "persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2000,
      "end_year": 2025,
      "observations": 306,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D143",
      "display_name": "Unemployment Level - Veterans, Vietnam-Era and Earlier Wartime Periods, 18 Years and over, Women",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU03073766",
      "units": "persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 202,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D144",
      "display_name": "Unemployment Rate - Women, Total Veterans, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU04049528",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2000,
      "end_year": 2025,
      "observations": 306,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D145",
      "display_name": "Unemployment Rate - Women, Veterans, Gulf War Era II, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU04066414",
      "units": "percent",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 234,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D146",
      "display_name": "Not in Labor Force - Women, Veterans, Other Service Periods, 18 Years and over",
      "source": "FRED (clair) via Robin",
      "source_series_id": "LNU05049588",
      "units": "persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 230,
      "category": "veterans_benefits_employment",
      "subcategory": "employment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED CPS \u2014 Veterans employment/labor force. Units in thousands_persons per BLS convention. Values consistent with DOL veterans employment statistics.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D147",
      "display_name": "Manufacturers' New Orders, Defense Products for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "M06109USM144NNBR",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1953,
      "end_year": 1969,
      "observations": 201,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Data \u2014 defense orders/contract awards. Millions of USD consistent with Census Bureau M3 survey. Value ranges plausible for 1950s-1960s defense procurement.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D148",
      "display_name": "New Commitments for Future Investment of Life Insurance Companies, Nonfarm Residential Mortgages, Veterans Administration Guaranteed for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "M10171USM144NNBR",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1952,
      "end_year": 1965,
      "observations": 160,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D149",
      "display_name": "Defense Department, Military Prime Contract Awards to U.S. Business Firms for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "M1531AUSM144NNBR",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1951,
      "end_year": 1956,
      "observations": 72,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Data \u2014 defense orders/contract awards. Millions of USD consistent with Census Bureau M3 survey. Value ranges plausible for 1950s-1960s defense procurement.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D150",
      "display_name": "Defense Department, Military Prime Contract Awards to U.S. Business Firms and Institutions for United States",
      "source": "FRED (clair) via Robin",
      "source_series_id": "M1531BUSM144NNBR",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1956,
      "end_year": 1969,
      "observations": 158,
      "category": "historical_pre_wwii",
      "subcategory": "construction_contracts",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED/NBER Macrohistory Data \u2014 defense orders/contract awards. Millions of USD consistent with Census Bureau M3 survey. Value ranges plausible for 1950s-1960s defense procurement.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D151",
      "display_name": "Mortgage Debt Outstanding by Type of Holder: Federal and Related Agencies: Federal Housing Administration and Department of Veterans Affairs (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "MDOTHFRAFHADVA",
      "units": "millions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1949,
      "end_year": 2019,
      "observations": 283,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D152",
      "display_name": "Mortgage Debt Outstanding by Type of Holder and Property: Federal and Related Agencies: Federal Housing Administration and Department of Veterans Affairs for One- to Four-Family Residences (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "MDOTHFRAFHADVATP1T4FR",
      "units": "millions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1949,
      "end_year": 2019,
      "observations": 283,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D153",
      "display_name": "Mortgage Debt Outstanding by Type of Holder and Property: Federal and Related Agencies: Federal Housing Administration and Department of Veterans Affairs for Multifamily Residences (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "MDOTHFRAFHADVATPMFR",
      "units": "millions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1949,
      "end_year": 2019,
      "observations": 283,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D154",
      "display_name": "Nasdaq US Mid Cap Aerospace and Defense Index",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NASDAQNQUSM502010",
      "units": "index",
      "frequency": "daily",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2025,
      "observations": 3515,
      "category": "other",
      "subcategory": "aerospace_defense_indices",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D155",
      "display_name": "Nasdaq US Small Cap Defense Index",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NASDAQNQUSS50201020",
      "units": "index",
      "frequency": "daily",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2025,
      "observations": 3588,
      "category": "other",
      "subcategory": "aerospace_defense_indices",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D156",
      "display_name": "Nasdaq US Small Cap Aerospace and Defense NTR Index",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NASDAQNQUSS502010N",
      "units": "index",
      "frequency": "daily",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2012,
      "end_year": 2025,
      "observations": 3212,
      "category": "other",
      "subcategory": "aerospace_defense_indices",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D157",
      "display_name": "Real Government Consumption Expenditures and Gross Investment: Federal: National defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NB000331Q",
      "units": "index_2017_100",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2002,
      "end_year": 2025,
      "observations": 94,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D158",
      "display_name": "Real Government Consumption Expenditures and Gross Investment: Federal: Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NB000332Q",
      "units": "index_2017_100",
      "frequency": "quarterly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2002,
      "end_year": 2025,
      "observations": 94,
      "category": "nipa_defense_aggregates",
      "subcategory": "government_consumption_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA data \u2014 BEA-sourced aggregates. Units (billions_usd/index_2017_100/billions_chained_2017_usd) confirmed consistent with BEA NIPA conventions. Values plausible for US national defense expenditure series.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D159",
      "display_name": "Gross Domestic Product: Military in the New England BEA Region",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NENGGOVFEDMILNGSP",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D160",
      "display_name": "Chain-Type Quantity Index for Real GDP: Military in the New England BEA Region",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NENGGOVFEDMILQGSP",
      "units": "index_2017_100",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D161",
      "display_name": "Real Gross Domestic Product: Military in the New England BEA Region",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NENGGOVFEDMILRGSP",
      "units": "millions_chained_2017_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "state_military_gdp",
      "subcategory": "by_state",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BEA Regional GDP \u2014 state-level military GDP components. Units: millions_usd (nominal), millions_chained_2017_usd (real), index_2017_100 (quantity index). Values consistent across states (e.g., CA military GDP $16-36B nominal plausible for largest defense state). All 1997-2024. Cross-referenced with BEA Regional Economic Accounts methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D162",
      "display_name": "Real Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for Indonesia",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTRXDCIDA",
      "units": "millions_constant_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2010,
      "end_year": 2022,
      "observations": 13,
      "category": "other",
      "subcategory": "international_gfcf",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata confirms Millions of Domestic Currency (IDR). MAX=731,881,100M IDR ~=$55B USD at 2017 exchange rates, consistent with ~4% of Indonesia's GDP for machinery/equipment GFCF. Correct units, no issue.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D163",
      "display_name": "Real Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for Republic of Korea",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTRXDCKRA",
      "units": "millions_constant_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1960,
      "end_year": 2023,
      "observations": 64,
      "category": "other",
      "subcategory": "international_gfcf",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata says Domestic Currency; values behave as millions of KRW (MAX=182M ~$130B USD at 1400 KRW/USD, consistent with Korean machinery GFCF).",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D164",
      "display_name": "Real Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for Mexico",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTRXDCMXA",
      "units": "millions_constant_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1993,
      "end_year": 2022,
      "observations": 30,
      "category": "other",
      "subcategory": "international_gfcf",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata says Domestic Currency; values behave as millions of MXN (MAX=2.7M ~$133B USD, consistent with Mexican machinery GFCF).",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D165",
      "display_name": "Real Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for South Africa",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTRXDCZAA",
      "units": "millions_constant_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2010,
      "end_year": 2022,
      "observations": 13,
      "category": "other",
      "subcategory": "international_gfcf",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata confirms Millions of Domestic Currency (ZAR). MAX=356,598M ZAR ~=$19B USD, consistent with South African machinery GFCF.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D166",
      "display_name": "Nominal Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for Indonesia",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTXDCIDA",
      "units": "millions_current_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2010,
      "end_year": 2022,
      "observations": 13,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata confirms Millions of Domestic Currency. Values in millions of current IDR. MAX=1,043,848M IDR ~=$66B USD, consistent with Indonesian nominal machinery/equipment GFCF.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D167",
      "display_name": "Nominal Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for Republic of Korea",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTXDCKRA",
      "units": "millions_current_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1960,
      "end_year": 2022,
      "observations": 63,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata says Domestic Currency; values behave as millions of current KRW (MAX=199,945M ~$143B USD, consistent with Korean nominal machinery/equipment GFCF).",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D168",
      "display_name": "Nominal Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for Mexico",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTXDCMXA",
      "units": "millions_current_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1993,
      "end_year": 2022,
      "observations": 30,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata says Domestic Currency; values behave as millions of current MXN (MAX=2,955M ~$148B USD, consistent with Mexican nominal machinery/equipment GFCF).",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D169",
      "display_name": "Nominal Gross Fixed Capital Formation, Machinery and Equipment and Weapon System for South Africa",
      "source": "FRED (clair) via Robin",
      "source_series_id": "NFIOTXDCZAA",
      "units": "millions_current_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2010,
      "end_year": 2022,
      "observations": 13,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED metadata confirms Millions of Domestic Currency (ZAR). MAX=472,396M ZAR ~=$25B USD, consistent with South African nominal machinery/equipment GFCF.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D170",
      "display_name": "30-Year Fixed Rate Veterans Affairs Mortgage Index",
      "source": "FRED (clair) via Robin",
      "source_series_id": "OBMMIVA30YF",
      "units": "percent",
      "frequency": "daily",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2017,
      "end_year": 2025,
      "observations": 2123,
      "category": "other",
      "subcategory": "va_mortgages",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D171",
      "display_name": "Producer Price Index by Industry: Men's and Boys' Cut and Sew Apparel Manufacturing: Men's and Boys' Tailored Suits, Including Dress Uniforms (Firefighter, Military, Police, etc.)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU31522031522022",
      "units": "index_2002_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2002,
      "end_year": 2021,
      "observations": 232,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D172",
      "display_name": "Producer Price Index by Industry: Metal Tanks, Heavy Gauge, Manufacturing",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU332420332420",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2025,
      "observations": 259,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D173",
      "display_name": "Producer Price Index by Industry: Metal Tanks, Heavy Gauge, Manufacturing: Metal Tanks, Heavy Gauge",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU3324203324200",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2025,
      "observations": 259,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D174",
      "display_name": "Producer Price Index by Industry: Metal Tank, Heavy Gauge, Manufacturing: Metal Tanks, Complete at Factory (Standard Line Pressure) (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU3324203324209Z",
      "units": "index_1980_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1980,
      "end_year": 2017,
      "observations": 393,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D175",
      "display_name": "Producer Price Index by Industry: Metal Tank, Heavy Gauge, Manufacturing: Metal Tanks, Completed at Factory (Standard Line Nonpressure)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU332420332420C",
      "units": "index_1980_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1967,
      "end_year": 2021,
      "observations": 653,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D176",
      "display_name": "Producer Price Index by Industry: Metal Tank, Heavy Gauge, Manufacturing: Ferrous Metal Pressure Tanks and Vessels (More Than 24 Inch Diameter and 5 Copper Foot Capacity)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU332420332420E1",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2015,
      "observations": 52,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D177",
      "display_name": "Producer Price Index by Industry: Metal Tank, Heavy Gauge, Manufacturing: All Other Metal Tanks and Vessels, Custom Fabricated at the Factory",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU332420332420E2",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2015,
      "observations": 48,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D178",
      "display_name": "Producer Price Index by Industry: Metal Tank (Heavy Gauge) Manufacturing",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU3324233242",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2025,
      "observations": 247,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D179",
      "display_name": "Producer Price Index by Industry: Boiler, Tank and Shipping Container Manufacturing",
      "source": "FRED (clair) via Robin",
      "source_series_id": "PCU33243324",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2025,
      "observations": 259,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D180",
      "display_name": "Total Population: All Ages including Armed Forces Overseas",
      "source": "FRED (clair+unified) via Robin",
      "source_series_id": "POP",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "N/A",
      "start_year": 1952,
      "end_year": 2025,
      "observations": 882,
      "category": "other",
      "subcategory": "armed_forces_population",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D181",
      "display_name": "Population",
      "source": "FRED (unified_metadata) via Robin",
      "source_series_id": "POPTHM",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "N/A",
      "start_year": 1959,
      "end_year": 2025,
      "observations": 798,
      "category": "other",
      "subcategory": "armed_forces_population",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D182",
      "display_name": "All Employees: Government: Federal Government Excluding Department of Defense in Los Angeles-Long Beach-Anaheim, CA (MSA)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06310809091299101",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2025,
      "observations": 426,
      "category": "dod_metro_employment",
      "subcategory": "federal_ex_dod",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D183",
      "display_name": "All Employees: Government: Federal Government Excluding Department of Defense in Los Angeles-Long Beach-Anaheim, CA (MSA)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06310809091299101A",
      "units": "thousands_persons",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2024,
      "observations": 35,
      "category": "dod_metro_employment",
      "subcategory": "federal_ex_dod",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D184",
      "display_name": "All Employees: Government: Federal Government Excluding Department of Defense in Los Angeles-Long Beach-Anaheim, CA (MSA)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06310809091299101SA",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2025,
      "observations": 426,
      "category": "dod_metro_employment",
      "subcategory": "federal_ex_dod",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D185",
      "display_name": "All Employees: Government: Department of Defense in Los Angeles-Long Beach-Anaheim, CA (MSA)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06310809091911001",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2025,
      "observations": 426,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D186",
      "display_name": "All Employees: Government: Department of Defense in Los Angeles-Long Beach-Anaheim, CA (MSA)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06310809091911001A",
      "units": "thousands_persons",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2024,
      "observations": 35,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D187",
      "display_name": "All Employees: Government: Department of Defense in Los Angeles-Long Beach-Anaheim, CA (MSA)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06310809091911001SA",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2025,
      "observations": 426,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D188",
      "display_name": "All Employees: Federal Government: Federal Government Excluding Department of Defense in Los Angeles-Long Beach-Santa Ana, CA (MSA) (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06311009091299101",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2014,
      "observations": 300,
      "category": "dod_metro_employment",
      "subcategory": "federal_ex_dod",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D189",
      "display_name": "All Employees: Federal Government: Federal Government Excluding Department of Defense in Los Angeles-Long Beach-Santa Ana, CA (MSA) (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06311009091299101SA",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2014,
      "observations": 300,
      "category": "dod_metro_employment",
      "subcategory": "federal_ex_dod",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D190",
      "display_name": "All Employees: Federal Government: Department of Defense in Los Angeles-Long Beach-Santa Ana, CA (MSA) (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06311009091911001",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2014,
      "observations": 300,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D191",
      "display_name": "All Employees: Federal Government: Department of Defense in Los Angeles-Long Beach-Santa Ana, CA (MSA) (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06311009091911001A",
      "units": "thousands_persons",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2013,
      "observations": 24,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D192",
      "display_name": "All Employees: Federal Government: Department of Defense in Los Angeles-Long Beach-Santa Ana, CA (MSA) (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06311009091911001SA",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2014,
      "observations": 300,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D193",
      "display_name": "All Employees: Government: Federal Government Excluding Department of Defense in Stockton-Lodi, CA (MSA)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU06447009091299101SA",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2025,
      "observations": 426,
      "category": "dod_metro_employment",
      "subcategory": "federal_ex_dod",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D194",
      "display_name": "All Employees: Federal Government: Department of Defense, Including Ship Building and Hospitals in Hawaii (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU15000009091911901",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2001,
      "end_year": 2017,
      "observations": 204,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D195",
      "display_name": "All Employees: Federal Government: Department of Defense, Including Ship Building and Hospitals in Hawaii (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU15000009091911901A",
      "units": "thousands_persons",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2001,
      "end_year": 2016,
      "observations": 16,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D196",
      "display_name": "All Employees: Federal Government: Department of Defense, Including Ship Building and Hospitals in Hawaii (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "SMU15000009091911901SA",
      "units": "thousands_persons",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 2001,
      "end_year": 2017,
      "observations": 204,
      "category": "dod_metro_employment",
      "subcategory": "dod_employees",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS CES \u2014 DOD metro-area employment. Values are in thousands per BLS CES standard (e.g., 3.9-16.1 = 3,900-16,100 DOD employees in LA-Long Beach metro, plausible). NOTE: registry units='persons' should be 'thousands_persons' \u2014 metadata mismatch only, data values correct.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D197",
      "display_name": "Government social benefits: to persons: Federal: Benefits from social insurance funds: Veterans' life insurance",
      "source": "FRED (clair) via Robin",
      "source_series_id": "TRP3501A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2023,
      "observations": 95,
      "category": "veterans_benefits_employment",
      "subcategory": "benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA \u2014 Veterans benefits and government social benefits. Units: billions_usd for aggregate transfers, values consistent with federal budget data (e.g., VA benefits ~$196B in 2023). Date ranges 1929-2023 consistent with NIPA tables.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D198",
      "display_name": "Government social benefits: to persons: Federal: Veterans' benefits: Pension and disability",
      "source": "FRED (clair) via Robin",
      "source_series_id": "TRP4501A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2023,
      "observations": 95,
      "category": "veterans_benefits_employment",
      "subcategory": "benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA \u2014 Veterans benefits and government social benefits. Units: billions_usd for aggregate transfers, values consistent with federal budget data (e.g., VA benefits ~$196B in 2023). Date ranges 1929-2023 consistent with NIPA tables.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D199",
      "display_name": "Manufacturers' New Orders: Communications Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34DNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D200",
      "display_name": "Manufacturers' Total Inventories: Communications Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34DTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D201",
      "display_name": "Manufacturers' Value of Shipments: Communications Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34DVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D202",
      "display_name": "Manufacturers' New Orders: Communications Equipment Manufacturing, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34ENO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D203",
      "display_name": "Manufacturers' Total Inventories: Communications Equipment Manufacturing, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34ETI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D204",
      "display_name": "Manufacturers' Value of Shipments: Communications Equipment Manufacturing, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34EVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D205",
      "display_name": "Manufacturers' New Orders: Search and Navigation Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34INO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D206",
      "display_name": "Manufacturers' Total Inventories: Search and Navigation Equipment, Nondefense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34ITI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D207",
      "display_name": "Manufacturers' New Orders: Search and Navigation Equipment, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34JNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D208",
      "display_name": "Manufacturers' Value of Shipments: Search and Navigation Equipment, Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "U34JVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "defense_industrial_production",
      "subcategory": "manufacturing",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED Census Bureau M3 survey \u2014 manufacturers new orders, inventories, shipments, and unfilled orders for defense-related industries. Units confirmed as millions_usd. Value ranges plausible for US manufacturing sector. Monthly data typically 1992-2025. Cross-referenced with Census Bureau methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D209",
      "display_name": "Manufacturers' New Orders: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDAPNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D210",
      "display_name": "Manufacturers' Total Inventories: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDAPTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D211",
      "display_name": "Manufacturers' Unfilled Orders: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDAPUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D212",
      "display_name": "Manufacturers' Value of Shipments: Defense Aircraft and Parts",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDAPVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D213",
      "display_name": "Manufacturers' New Orders: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDEFNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D214",
      "display_name": "Manufacturers' Total Inventories: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDEFTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D215",
      "display_name": "Manufacturers' Unfilled Orders: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDEFUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D216",
      "display_name": "Manufacturers' Value of Shipments: Defense Capital Goods",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDEFVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D217",
      "display_name": "Manufacturers' New Orders: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDXDNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D218",
      "display_name": "Manufacturers' Total Inventories: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDXDTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D219",
      "display_name": "Manufacturers' Unfilled Orders: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDXDUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D220",
      "display_name": "Manufacturers' Value of Shipments: Durable Goods Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UDXDVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D221",
      "display_name": "Manufacturers' New Orders: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UMXDNO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 401,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D222",
      "display_name": "Manufacturers' Total Inventories: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UMXDTI",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D223",
      "display_name": "Manufacturers' Unfilled Orders: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UMXDUO",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D224",
      "display_name": "Manufacturers' Value of Shipments: Manufacturing Excluding Defense",
      "source": "FRED (clair) via Robin",
      "source_series_id": "UMXDVS",
      "units": "millions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1992,
      "end_year": 2025,
      "observations": 402,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D225",
      "display_name": "Personal current transfer receipts: Government social benefits to persons: Veterans' benefits",
      "source": "FRED (clair) via Robin",
      "source_series_id": "W826RC1",
      "units": "billions_usd",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1959,
      "end_year": 2025,
      "observations": 798,
      "category": "veterans_benefits_employment",
      "subcategory": "benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA \u2014 Veterans benefits and government social benefits. Units: billions_usd for aggregate transfers, values consistent with federal budget data (e.g., VA benefits ~$196B in 2023). Date ranges 1929-2023 consistent with NIPA tables.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D226",
      "display_name": "Personal current transfer receipts: Government social benefits to persons: Veterans' benefits",
      "source": "FRED (clair) via Robin",
      "source_series_id": "W826RC1A027NBEA",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1929,
      "end_year": 2024,
      "observations": 96,
      "category": "veterans_benefits_employment",
      "subcategory": "benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA \u2014 Veterans benefits and government social benefits. Units: billions_usd for aggregate transfers, values consistent with federal budget data (e.g., VA benefits ~$196B in 2023). Date ranges 1929-2023 consistent with NIPA tables.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D227",
      "display_name": "Personal current transfer receipts: Government social benefits to persons: Veterans' benefits",
      "source": "FRED (clair) via Robin",
      "source_series_id": "W826RC1Q027SBEA",
      "units": "billions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 314,
      "category": "veterans_benefits_employment",
      "subcategory": "benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED NIPA \u2014 Veterans benefits and government social benefits. Units: billions_usd for aggregate transfers, values consistent with federal budget data (e.g., VA benefits ~$196B in 2023). Date ranges 1929-2023 consistent with NIPA tables.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D228",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS1072",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1976,
      "end_year": 1989,
      "observations": 96,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D229",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS107201",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1989,
      "end_year": 1989,
      "observations": 12,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D230",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks, Heavy Gauge, Including Field-Erected",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS10720123",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1989,
      "end_year": 1989,
      "observations": 12,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D231",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Stationary and Marine Power Boilers",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS1077",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 2006,
      "end_year": 2010,
      "observations": 60,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D232",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Outboard Motorboats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS143201",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1991,
      "end_year": 2025,
      "observations": 378,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D233",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Inboard Motorboats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS143202",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 1990,
      "end_year": 2018,
      "observations": 216,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D234",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Inboard-Outdrive Boats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS143203",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 2001,
      "end_year": 2025,
      "observations": 174,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D235",
      "display_name": "Producer Price Index by Commodity: Services Related to Transportation Activities: Marine Cargo Handling",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS3113",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 2017,
      "end_year": 2025,
      "observations": 102,
      "category": "defense_ppi",
      "subcategory": "marine_cargo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D236",
      "display_name": "Producer Price Index by Commodity: Services Related to Transportation Activities: Marine Cargo Handling",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPS311301",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Seasonally Adjusted",
      "start_year": 2017,
      "end_year": 2025,
      "observations": 102,
      "category": "defense_ppi",
      "subcategory": "marine_cargo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D237",
      "display_name": "Producer Price Index by Commodity: Textile Products and Apparel: Men's and Boys' Tailored Suits, Including Dress Uniforms (Firefighter, Military, Police, etc.)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU038107352",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2021,
      "observations": 214,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D238",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU1072",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1947,
      "end_year": 2025,
      "observations": 942,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D239",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU107201",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1975,
      "end_year": 2025,
      "observations": 606,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D240",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Storage and Other Non-Pressure Tanks",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU10720104",
      "units": "index_1994_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1994,
      "end_year": 2021,
      "observations": 317,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D241",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks, Heavy Gauge, Including Field-Erected",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU10720123",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1975,
      "end_year": 2025,
      "observations": 606,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D242",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks, Complete at Factory, Standard Line Pressure",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU10720126",
      "units": "index_2001_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2001,
      "end_year": 2019,
      "observations": 210,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D243",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks and Vessels, Custom Fabricated at Factory, Field Erected",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU10720135",
      "units": "index_2001_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2001,
      "end_year": 2015,
      "observations": 169,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D244",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Ferrous Metal Pressure Tanks and Vessels (More Than 24 Inch Diameter and 5 Copper Foot Capacity)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU107201351",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2015,
      "observations": 52,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D245",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: All Other Metal Tanks and Vessels, Custom Fabricated at the Factory",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU107201352",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2015,
      "observations": 53,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D246",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Metal Tanks and Vessels, Custom Fabricated and Field Erected (DISCONTINUED)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU10720152",
      "units": "index_1994_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1994,
      "end_year": 2013,
      "observations": 213,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D247",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Stationary and Marine Power Boilers",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU1077",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1980,
      "end_year": 2022,
      "observations": 459,
      "category": "defense_ppi",
      "subcategory": "industrial_components",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D248",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Ammunition, Except for Small Arms",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU1085",
      "units": "index_1985_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1985,
      "end_year": 2025,
      "observations": 456,
      "category": "other",
      "subcategory": "defense_adjacent",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED-sourced series \u2014 verified metadata against FRED source. Units consistent with source series documentation. Value ranges plausible for the indicator type.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D249",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Ammunition, Except for Small Arms",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU108501",
      "units": "index_1985_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1985,
      "end_year": 2025,
      "observations": 456,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D250",
      "display_name": "Producer Price Index by Commodity: Metals and Metal Products: Ammunition, Except for Small Arms",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU10850101",
      "units": "index_1985_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1991,
      "end_year": 2025,
      "observations": 389,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D251",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Buses, Including Military and Firefighting Vehicles (Chassis of Own Manufacture)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU141106843",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2025,
      "observations": 152,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D252",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Military Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU142104",
      "units": "index_2013_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2013,
      "end_year": 2024,
      "observations": 132,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D253",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Military Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14210401",
      "units": "index_2013_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2013,
      "end_year": 2024,
      "observations": 132,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D254",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Military Aircraft Engines",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU142301011",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2017,
      "observations": 70,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D255",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Parts and Accessories for Military Aircraft Engines",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU1423010175",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2025,
      "observations": 163,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D256",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Aircraft Mechanical Power Transmission Equipment for Civilian and Military Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU142501031",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2015,
      "observations": 42,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D257",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Aircraft Landing Gear for Civilian and Military Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU142501032",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 163,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D258",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Other Aircraft Subassemblies and Parts for Military Aircraft",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU142501033",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 163,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D259",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Military Self-Propelled Ships, New Construction",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU143102",
      "units": "index_1996_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1996,
      "end_year": 2025,
      "observations": 312,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D260",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Military Self-Propelled Ships, New Construction",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14310201",
      "units": "index_1996_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1996,
      "end_year": 2025,
      "observations": 312,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D261",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Nonmilitary Self-Propelled Ships, New Construction",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU143103",
      "units": "index_1996_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1996,
      "end_year": 2025,
      "observations": 349,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D262",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Nonmilitary Self-Propelled Ships, New Construction",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14310301",
      "units": "index_1985_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1985,
      "end_year": 2025,
      "observations": 450,
      "category": "defense_ppi",
      "subcategory": "military_equipment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D263",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Outboard Motorboats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU143201",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1981,
      "end_year": 2025,
      "observations": 523,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D264",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Outboard Motorboats, Plastics/Fiberglass, Including Commercial and Military (Excluding Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14320108",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2025,
      "observations": 169,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D265",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Inboard Motorboats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU143202",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1981,
      "end_year": 2025,
      "observations": 523,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D266",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Inboard Cabin Cruisers, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14320206",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2025,
      "observations": 259,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D267",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Other Inboard Motorboats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14320207",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2025,
      "observations": 161,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D268",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Inboard-Outdrive Boats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU143203",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1981,
      "end_year": 2025,
      "observations": 523,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D269",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: Inboard-Outdrive Boats, Cabin Cruisers, Including Commercial and Military (Excluding Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14320309",
      "units": "index_2011_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2011,
      "end_year": 2019,
      "observations": 92,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D270",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: All Other Inboard-Outdrive Boats, Including Commercial and Military (Except Sailboats and Lifeboats)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14320310",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2025,
      "observations": 259,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D271",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: All Other Boats (Excluding Military and Commercial)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU143204",
      "units": "index_1982_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 1981,
      "end_year": 2025,
      "observations": 498,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D272",
      "display_name": "Producer Price Index by Commodity: Transportation Equipment: All Other Boats (Excluding Military and Commercial)",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU14320406",
      "units": "index_2003_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2003,
      "end_year": 2025,
      "observations": 234,
      "category": "defense_ppi",
      "subcategory": "boats_incl_military",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D273",
      "display_name": "Producer Price Index by Commodity: Services Related to Transportation Activities: Marine Cargo Handling",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU3113",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 199,
      "category": "defense_ppi",
      "subcategory": "marine_cargo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D274",
      "display_name": "Producer Price Index by Commodity: Services Related to Transportation Activities: Marine Cargo Handling",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU311301",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 199,
      "category": "defense_ppi",
      "subcategory": "marine_cargo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D275",
      "display_name": "Producer Price Index by Commodity: Services Related to Transportation Activities: Marine Cargo Handling",
      "source": "FRED (clair) via Robin",
      "source_series_id": "WPU31130101",
      "units": "index_2008_100",
      "frequency": "monthly",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "start_year": 2008,
      "end_year": 2025,
      "observations": 199,
      "category": "defense_ppi",
      "subcategory": "marine_cargo",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "FRED BLS Producer Price Index \u2014 industry and commodity-level PPIs for defense-relevant sectors. Index base years (1982, 1985, 2003, 2008) consistent with BLS PPI program. Values start near 100 at base year and drift with inflation \u2014 normal index behavior. Units match BLS PPI conventions.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_fred_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "XS001",
      "display_name": "Military Expenditure (Current USD)",
      "source": "SIPRI Military Expenditure Database v1.2",
      "source_series_id": "Current US$",
      "units": "millions_current_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1949,
      "end_year": 2025,
      "observations": 7761,
      "category": "cross_country_military_spending",
      "subcategory": "sipri_milex",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Military Expenditure Database \u2014 canonical source for cross-country military spending. Extreme max values (>1e15) are legitimate: Venezuela hyperinflation (bolivar) and Iran (rial) local-currency series. All other values within expected ranges. DPR_sipri_milex.md confirms methodology. XS class: external_study. Units corrected 2026-07-31 (Carson W1.4a): SIPRI money sheets are MILLIONS (workbook header: 'in millions of US$'); the two share sheets are stored as fractions with an Excel percent format and are now multiplied by 100 in L04 so the values match the declared percent unit and the WDI cross-check (XS024). Local-currency sheets are whole units of local currency, previously mislabelled 'unknown' in the CSV.",
        "date": "2026-07-31"
      },
      "dpr": "DPRs/DPR_sipri_milex.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "Stockholm International Peace Research Institute (SIPRI). https://doi.org/10.55163/CQGC9685"
    },
    {
      "sid": "XS002",
      "display_name": "Military Expenditure (Constant 2024 USD)",
      "source": "SIPRI Military Expenditure Database v1.2",
      "source_series_id": "Constant (2024) US$",
      "units": "millions_constant_2024_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1949,
      "end_year": 2025,
      "observations": 7761,
      "category": "cross_country_military_spending",
      "subcategory": "sipri_milex",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Military Expenditure Database \u2014 canonical source for cross-country military spending. Extreme max values (>1e15) are legitimate: Venezuela hyperinflation (bolivar) and Iran (rial) local-currency series. All other values within expected ranges. DPR_sipri_milex.md confirms methodology. XS class: external_study. Units corrected 2026-07-31 (Carson W1.4a): SIPRI money sheets are MILLIONS (workbook header: 'in millions of US$'); the two share sheets are stored as fractions with an Excel percent format and are now multiplied by 100 in L04 so the values match the declared percent unit and the WDI cross-check (XS024). Local-currency sheets are whole units of local currency, previously mislabelled 'unknown' in the CSV.",
        "date": "2026-07-31"
      },
      "dpr": "DPRs/DPR_sipri_milex.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "Stockholm International Peace Research Institute (SIPRI). https://doi.org/10.55163/CQGC9685"
    },
    {
      "sid": "XS003",
      "display_name": "Military Expenditure (% of GDP)",
      "source": "SIPRI Military Expenditure Database v1.2",
      "source_series_id": "Share of GDP",
      "units": "percent_gdp",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1949,
      "end_year": 2025,
      "observations": 7761,
      "category": "cross_country_military_spending",
      "subcategory": "sipri_milex",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Military Expenditure Database \u2014 canonical source for cross-country military spending. Extreme max values (>1e15) are legitimate: Venezuela hyperinflation (bolivar) and Iran (rial) local-currency series. All other values within expected ranges. DPR_sipri_milex.md confirms methodology. XS class: external_study. Units corrected 2026-07-31 (Carson W1.4a): SIPRI money sheets are MILLIONS (workbook header: 'in millions of US$'); the two share sheets are stored as fractions with an Excel percent format and are now multiplied by 100 in L04 so the values match the declared percent unit and the WDI cross-check (XS024). Local-currency sheets are whole units of local currency, previously mislabelled 'unknown' in the CSV.",
        "date": "2026-07-31"
      },
      "dpr": "DPRs/DPR_sipri_milex.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "Stockholm International Peace Research Institute (SIPRI). https://doi.org/10.55163/CQGC9685"
    },
    {
      "sid": "XS004",
      "display_name": "Military Expenditure (% of Govt Spending)",
      "source": "SIPRI Military Expenditure Database v1.2",
      "source_series_id": "Share of Govt. spending",
      "units": "percent_govt_spending",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1949,
      "end_year": 2025,
      "observations": 7761,
      "category": "cross_country_military_spending",
      "subcategory": "sipri_milex",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Military Expenditure Database \u2014 canonical source for cross-country military spending. Extreme max values (>1e15) are legitimate: Venezuela hyperinflation (bolivar) and Iran (rial) local-currency series. All other values within expected ranges. DPR_sipri_milex.md confirms methodology. XS class: external_study. Units corrected 2026-07-31 (Carson W1.4a): SIPRI money sheets are MILLIONS (workbook header: 'in millions of US$'); the two share sheets are stored as fractions with an Excel percent format and are now multiplied by 100 in L04 so the values match the declared percent unit and the WDI cross-check (XS024). Local-currency sheets are whole units of local currency, previously mislabelled 'unknown' in the CSV.",
        "date": "2026-07-31"
      },
      "dpr": "DPRs/DPR_sipri_milex.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "Stockholm International Peace Research Institute (SIPRI). https://doi.org/10.55163/CQGC9685"
    },
    {
      "sid": "XS005",
      "display_name": "Military Expenditure per Capita (Current USD)",
      "source": "SIPRI Military Expenditure Database v1.2",
      "source_series_id": "Per capita",
      "units": "usd_per_capita",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1949,
      "end_year": 2025,
      "observations": 7761,
      "category": "cross_country_military_spending",
      "subcategory": "sipri_milex",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Military Expenditure Database \u2014 canonical source for cross-country military spending. Extreme max values (>1e15) are legitimate: Venezuela hyperinflation (bolivar) and Iran (rial) local-currency series. All other values within expected ranges. DPR_sipri_milex.md confirms methodology. XS class: external_study.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_sipri_milex.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "Stockholm International Peace Research Institute (SIPRI). https://doi.org/10.55163/CQGC9685"
    },
    {
      "sid": "XS006",
      "display_name": "Military Expenditure (Local Currency, Calendar Years)",
      "source": "SIPRI Military Expenditure Database v1.2",
      "source_series_id": "Local currency calendar years",
      "units": "current_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1949,
      "end_year": 2025,
      "observations": 7761,
      "category": "cross_country_military_spending",
      "subcategory": "sipri_milex",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Military Expenditure Database \u2014 canonical source for cross-country military spending. Extreme max values (>1e15) are legitimate: Venezuela hyperinflation (bolivar) and Iran (rial) local-currency series. All other values within expected ranges. DPR_sipri_milex.md confirms methodology. XS class: external_study. Units corrected 2026-07-31 (Carson W1.4a): SIPRI money sheets are MILLIONS (workbook header: 'in millions of US$'); the two share sheets are stored as fractions with an Excel percent format and are now multiplied by 100 in L04 so the values match the declared percent unit and the WDI cross-check (XS024). Local-currency sheets are whole units of local currency, previously mislabelled 'unknown' in the CSV.",
        "date": "2026-07-31"
      },
      "dpr": "DPRs/DPR_sipri_milex.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "Stockholm International Peace Research Institute (SIPRI). https://doi.org/10.55163/CQGC9685"
    },
    {
      "sid": "XS007",
      "display_name": "Military Expenditure (Local Currency, Financial Years)",
      "source": "SIPRI Military Expenditure Database v1.2",
      "source_series_id": "Local currency financial years",
      "units": "current_local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1949,
      "end_year": 2025,
      "observations": 7761,
      "category": "cross_country_military_spending",
      "subcategory": "sipri_milex",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Military Expenditure Database \u2014 canonical source for cross-country military spending. Extreme max values (>1e15) are legitimate: Venezuela hyperinflation (bolivar) and Iran (rial) local-currency series. All other values within expected ranges. DPR_sipri_milex.md confirms methodology. XS class: external_study. Units corrected 2026-07-31 (Carson W1.4a): SIPRI money sheets are MILLIONS (workbook header: 'in millions of US$'); the two share sheets are stored as fractions with an Excel percent format and are now multiplied by 100 in L04 so the values match the declared percent unit and the WDI cross-check (XS024). Local-currency sheets are whole units of local currency, previously mislabelled 'unknown' in the CSV.",
        "date": "2026-07-31"
      },
      "dpr": "DPRs/DPR_sipri_milex.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "Stockholm International Peace Research Institute (SIPRI). https://doi.org/10.55163/CQGC9685"
    },
    {
      "sid": "XS010",
      "display_name": "Top 100 Arms Companies - Arms Revenue",
      "source": "SIPRI Arms Industry Database",
      "source_series_id": "arms_revenue",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2002,
      "end_year": 2024,
      "observations": 2300,
      "category": "arms_industry",
      "subcategory": "company_level",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Top 100 arms companies, 100 firms x 23 years = 2,300 rows. Verified 2026-07-30 by summing company arms_revenue per year and comparing with SIPRI's SEPARATELY published Top-100 totals (XS014): identical to 0.00% in 22 of 23 years. The one gap is 2023 (companies 630.59bn vs totals file 623.4864bn) and it is a SOURCE VINTAGE difference, not an error here: the totals workbook carries the 2024-edition revision of 2023 over the 99 firms in the 2024 Top-100 that report 2023, while the 2023 sheet carries the 2023 edition over its own 100 firms. Both are genuine SIPRI figures; neither was adjusted. Wide value range reflects firm heterogeneity. XS class: external_study.",
        "date": "2026-07-30"
      },
      "dpr": "DPRs/DPR_sipri_arms_industry.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "SIPRI Arms Industry Database. https://www.sipri.org/databases/armsindustry"
    },
    {
      "sid": "XS011",
      "display_name": "Top 100 Arms Companies - Total Revenue",
      "source": "SIPRI Arms Industry Database",
      "source_series_id": "total_revenue",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2002,
      "end_year": 2024,
      "observations": 2300,
      "category": "arms_industry",
      "subcategory": "company_level",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Top 100 arms companies, 100 firms x 23 years = 2,300 rows. total_revenue resolves unambiguously to 'Total revenues (<year>)' on every sheet. Wide value range reflects firm heterogeneity. XS class: external_study.",
        "date": "2026-07-30"
      },
      "dpr": "DPRs/DPR_sipri_arms_industry.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "SIPRI Arms Industry Database. https://www.sipri.org/databases/armsindustry"
    },
    {
      "sid": "XS014",
      "display_name": "Top 100 Aggregate Arms Revenue (Current USD)",
      "source": "SIPRI Arms Industry Database",
      "source_series_id": "top100_arms_revenue_current_usd_billions",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2002,
      "end_year": 2024,
      "observations": 23,
      "category": "arms_industry",
      "subcategory": "aggregate_totals",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Top 100 aggregate arms revenue. XS014 (current USD, $200-679B) and XS015 (constant 2024 USD) values consistent with published SIPRI Yearbook figures. DPR_sipri_arms_industry.md confirms methodology. XS class: appendix.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_sipri_arms_industry.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "SIPRI Arms Industry Database. https://www.sipri.org/databases/armsindustry"
    },
    {
      "sid": "XS015",
      "display_name": "Top 100 Aggregate Arms Revenue (Constant 2024 USD)",
      "source": "SIPRI Arms Industry Database",
      "source_series_id": "top100_arms_revenue_constant_2024_usd_billions",
      "units": "billions_constant_2024_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2002,
      "end_year": 2024,
      "observations": 23,
      "category": "arms_industry",
      "subcategory": "aggregate_totals",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "SIPRI Top 100 aggregate arms revenue. XS014 (current USD, $200-679B) and XS015 (constant 2024 USD) values consistent with published SIPRI Yearbook figures. DPR_sipri_arms_industry.md confirms methodology. XS class: appendix.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_sipri_arms_industry.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "SIPRI Arms Industry Database. https://www.sipri.org/databases/armsindustry"
    },
    {
      "sid": "XS020",
      "display_name": "Armed Forces Personnel (Total)",
      "source": "World Bank World Development Indicators (WDI)",
      "source_series_id": "MS.MIL.TOTL.P1",
      "units": "persons",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1960,
      "end_year": 2023,
      "observations": 7980,
      "category": "cross_country_military",
      "subcategory": "military_personnel",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "World Development Indicators (WDI) \u2014 validation source alongside SIPRI. Extreme max values (>1e15) legitimate: Venezuela/Iran local-currency. Units consistent across panel. DPR_wdi_military.md confirms methodology. XS class: external_study.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_wdi_military.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "World Bank World Development Indicators. Extract date: 2025-10-10."
    },
    {
      "sid": "XS021",
      "display_name": "Armed Forces Personnel (% of Labor Force)",
      "source": "World Bank World Development Indicators (WDI)",
      "source_series_id": "MS.MIL.TOTL.TF.ZS",
      "units": "percent",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1960,
      "end_year": 2023,
      "observations": 7980,
      "category": "cross_country_military",
      "subcategory": "military_personnel",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "World Development Indicators (WDI) \u2014 validation source alongside SIPRI. Extreme max values (>1e15) legitimate: Venezuela/Iran local-currency. Units consistent across panel. DPR_wdi_military.md confirms methodology. XS class: external_study.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_wdi_military.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "World Bank World Development Indicators. Extract date: 2025-10-10."
    },
    {
      "sid": "XS022",
      "display_name": "Military Expenditure (Current USD, WDI)",
      "source": "World Bank World Development Indicators (WDI)",
      "source_series_id": "MS.MIL.XPND.CD",
      "units": "current_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1960,
      "end_year": 2023,
      "observations": 7980,
      "category": "cross_country_military",
      "subcategory": "military_expenditure",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "World Development Indicators (WDI) \u2014 validation source alongside SIPRI. Extreme max values (>1e15) legitimate: Venezuela/Iran local-currency. Units consistent across panel. DPR_wdi_military.md confirms methodology. XS class: external_study.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_wdi_military.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": "XS022"
      },
      "xs_class": "external_study",
      "xs_attribution": "World Bank World Development Indicators. Extract date: 2025-10-10."
    },
    {
      "sid": "XS023",
      "display_name": "Military Expenditure (Current LCU, WDI)",
      "source": "World Bank World Development Indicators (WDI)",
      "source_series_id": "MS.MIL.XPND.CN",
      "units": "local_currency",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1960,
      "end_year": 2023,
      "observations": 7980,
      "category": "cross_country_military",
      "subcategory": "military_expenditure",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "World Development Indicators (WDI) \u2014 validation source alongside SIPRI. Extreme max values (>1e15) legitimate: Venezuela/Iran local-currency. Units consistent across panel. DPR_wdi_military.md confirms methodology. XS class: external_study.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_wdi_military.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "World Bank World Development Indicators. Extract date: 2025-10-10."
    },
    {
      "sid": "XS024",
      "display_name": "Military Expenditure (% of GDP, WDI)",
      "source": "World Bank World Development Indicators (WDI)",
      "source_series_id": "MS.MIL.XPND.GD.ZS",
      "units": "percent_gdp",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1960,
      "end_year": 2023,
      "observations": 7980,
      "category": "cross_country_military",
      "subcategory": "military_expenditure",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "World Development Indicators (WDI) \u2014 validation source alongside SIPRI. Extreme max values (>1e15) legitimate: Venezuela/Iran local-currency. Units consistent across panel. DPR_wdi_military.md confirms methodology. XS class: external_study.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_wdi_military.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": "XS024"
      },
      "xs_class": "external_study",
      "xs_attribution": "World Bank World Development Indicators. Extract date: 2025-10-10."
    },
    {
      "sid": "XS025",
      "display_name": "Military Expenditure (% of Govt Expenditure, WDI)",
      "source": "World Bank World Development Indicators (WDI)",
      "source_series_id": "MS.MIL.XPND.ZS",
      "units": "percent_govt_spending",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1960,
      "end_year": 2023,
      "observations": 7980,
      "category": "cross_country_military",
      "subcategory": "military_expenditure",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "World Development Indicators (WDI) \u2014 validation source alongside SIPRI. Extreme max values (>1e15) legitimate: Venezuela/Iran local-currency. Units consistent across panel. DPR_wdi_military.md confirms methodology. XS class: external_study.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_wdi_military.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": "XS004"
      },
      "xs_class": "external_study",
      "xs_attribution": "World Bank World Development Indicators. Extract date: 2025-10-10."
    },
    {
      "sid": "XS030",
      "display_name": "US Military Personnel \u2014 Army (1789\u20131970)",
      "source": "HSUS Bicentennial Edition (1975), Chapter Y, Series Y 904\u2013907",
      "source_series_id": "HSUS_Y904-907",
      "units": "personnel_count",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1789,
      "end_year": 1970,
      "observations": 16,
      "category": "us_historical_defense",
      "subcategory": "military_personnel",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Extended to 1789-1970 via HSUS Millennial Edition (Cambridge, 2006) tables Ed26-47",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_hsus_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "HSUS Bicentennial Edition (1975), Chapter Y \u2014 National Defense and Veterans Affairs"
    },
    {
      "sid": "XS031",
      "display_name": "US Military Personnel \u2014 Navy (1789\u20131970)",
      "source": "HSUS Bicentennial Edition (1975), Chapter Y, Series Y 911\u2013914",
      "source_series_id": "HSUS_Y911-914",
      "units": "personnel_count",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1789,
      "end_year": 1970,
      "observations": 16,
      "category": "us_historical_defense",
      "subcategory": "military_personnel",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Extended to 1789-1970 via HSUS Millennial Edition (Cambridge, 2006) tables Ed26-47",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_hsus_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "HSUS Bicentennial Edition (1975), Chapter Y \u2014 National Defense and Veterans Affairs"
    },
    {
      "sid": "XS032",
      "display_name": "US Military Personnel \u2014 Marine Corps (1789\u20131970)",
      "source": "HSUS Bicentennial Edition (1975), Chapter Y, Series Y 914\u2013916",
      "source_series_id": "HSUS_Y914-916",
      "units": "personnel_count",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1789,
      "end_year": 1970,
      "observations": 15,
      "category": "us_historical_defense",
      "subcategory": "military_personnel",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Extended to 1798-1970 via HSUS Millennial Edition (Cambridge, 2006) tables Ed26-47",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_hsus_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "HSUS Bicentennial Edition (1975), Chapter Y \u2014 National Defense and Veterans Affairs"
    },
    {
      "sid": "XS033",
      "display_name": "US Federal Defense Expenditures (1791-1970)",
      "source": "HSUS Millennial Edition, Table Ea636-643 (Federal govt expenditure by major function). Defense = Army+Navy+AirForce departmental sum (1791-1953); Defense aggregate function (1954-1970, post-unified-DoD).",
      "source_series_id": "HSUS_defense_outlays",
      "units": "thousands_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1791,
      "end_year": 1970,
      "observations": 180,
      "category": "us_historical_defense",
      "subcategory": "defense_expenditures",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "RESTORED 2026-07-26: clean DOM <td> extraction of Ea636-643. Defense validates: 1791=14.9%, 1865(CivilWar)=88.9%, 1940=19.9%, 1945(WWII)=81.9%, 1970=39.9% of federal. 1970=$78.4B reconciles with OMB Function 050 (D310). Transition 1953->1954 ($28.9B->$40.6B) = War/Navy-departments to unified-DoD reorganization (documented methodology shift).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_hsus_defense.md",
      "crosswalk": {
        "bea_table": "3.9.5",
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "HSUS Bicentennial Edition (1975), Chapter Y \u2014 National Defense and Veterans Affairs"
    },
    {
      "sid": "XS034",
      "display_name": "US Veterans Compensation & Pensions (1791-1970)",
      "source": "HSUS Millennial Edition, Table Ea636-643 (Federal govt expenditure by major function), Veterans' compensation and pensions column.",
      "source_series_id": "HSUS_Y971-1009",
      "units": "thousands_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1791,
      "end_year": 1970,
      "observations": 180,
      "category": "us_historical_defense",
      "subcategory": "veterans_benefits",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "RESTORED 2026-07-26: clean DOM extraction of Ea636-643 Veterans column. Ratio sanity PASS: 1791=4.1%, 1940=4.7%, 1970=2.7% of federal outlays (always 0.4-4.7%, the plausible VA range; prior corrupted version showed impossible 50-69% from wrong column).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_hsus_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "HSUS Bicentennial Edition (1975), Chapter Y \u2014 National Defense and Veterans Affairs"
    },
    {
      "sid": "XS035",
      "display_name": "US War Costs by Conflict (Cumulative)",
      "source": "HSUS Bicentennial Edition (1975), Chapter Y, Series Y 849\u2013855",
      "source_series_id": "HSUS_Y849-855",
      "units": "millions_usd",
      "frequency": "irregular",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1775,
      "end_year": 1970,
      "observations": 63,
      "category": "us_historical_defense",
      "subcategory": "war_costs",
      "construction": "direct",
      "content_type": "cross_sectional",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Hopper Line v2 extraction at 0.95 confidence. Covers 9 wars from American Revolution through Vietnam. Includes estimated total costs, original costs, veterans' benefits, and interest payments. Cross-sectional structure (per-war) with conflict start year for sortability.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_hsus_defense.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      },
      "xs_class": "external_study",
      "xs_attribution": "HSUS Bicentennial Edition (1975), Chapter Y \u2014 National Defense and Veterans Affairs"
    },
    {
      "sid": "D276",
      "display_name": "BEA NIPA Table 1.5.5 - Gross Domestic Product, Expanded Detail (All Lines, Quarterly)",
      "source": "BEA NIPA Table 1.5.5 via API",
      "source_series_id": "T10505",
      "units": "millions_usd",
      "frequency": "quarterly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 1947,
      "end_year": 2026,
      "observations": 19030,
      "category": "bea_nipa_api",
      "subcategory": "quarterly_nipa",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BEA NIPA API extract: the file is the COMPLETE table, every line, one row per (line x period). Verified 2026-07-30 against the raw CSV and the cached API response: every row is METRIC_NAME='Current Dollars', CL_UNIT='Level', UNIT_MULT=6 -- a single unit, millions of current US dollars. There are no chained-dollar, quantity-index or price-index rows in these extracts, contrary to what this field claimed before. BEA's own published table header reads [Billions of dollars]; that is BEA's PRESENTATION convention, not the API payload's -- the API ships millions and declares it in UNIT_MULT (1947Q1 GDP = 243,164 = $243.164bn). `units` therefore records millions_usd, matching the file. See DPR_bea_nipa_api.md.",
        "date": "2026-07-30"
      },
      "dpr": "DPRs/DPR_bea_nipa_api.md",
      "crosswalk": {
        "bea_table": "T10505",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D277",
      "display_name": "BEA NIPA Table 3.16 - Government Current Expenditures by Function (All Lines, Annual)",
      "source": "BEA NIPA Table 3.16 via API",
      "source_series_id": "T31600",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_seasonally_adjusted",
      "start_year": 1959,
      "end_year": 2024,
      "observations": 7408,
      "category": "bea_nipa_api",
      "subcategory": "annual_summary",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BEA NIPA API extract: the file is the COMPLETE table, every line, one row per (line x period). Verified 2026-07-30 against the raw CSV and the cached API response: every row is METRIC_NAME='Current Dollars', CL_UNIT='Level', UNIT_MULT=6 -- a single unit, millions of current US dollars. There are no chained-dollar, quantity-index or price-index rows in these extracts, contrary to what this field claimed before. BEA's own published table header reads [Billions of dollars]; that is BEA's PRESENTATION convention, not the API payload's -- the API ships millions and declares it in UNIT_MULT (1947Q1 GDP = 243,164 = $243.164bn). `units` therefore records millions_usd, matching the file. See DPR_bea_nipa_api.md.",
        "date": "2026-07-30"
      },
      "dpr": "DPRs/DPR_bea_nipa_api.md",
      "crosswalk": {
        "bea_table": "T31600",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D278",
      "display_name": "BEA NIPA Table 3.17 - Selected Government Current and Capital Expenditures by Function (All Lines, Annual)",
      "source": "BEA NIPA Table 3.17 via API",
      "source_series_id": "T31700",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_seasonally_adjusted",
      "start_year": 1959,
      "end_year": 2024,
      "observations": 9623,
      "category": "bea_nipa_api",
      "subcategory": "consumption_by_type",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BEA NIPA API extract: the file is the COMPLETE table, every line, one row per (line x period). Verified 2026-07-30 against the raw CSV and the cached API response: every row is METRIC_NAME='Current Dollars', CL_UNIT='Level', UNIT_MULT=6 -- a single unit, millions of current US dollars. There are no chained-dollar, quantity-index or price-index rows in these extracts, contrary to what this field claimed before. BEA's own published table header reads [Billions of dollars]; that is BEA's PRESENTATION convention, not the API payload's -- the API ships millions and declares it in UNIT_MULT (1947Q1 GDP = 243,164 = $243.164bn). `units` therefore records millions_usd, matching the file. See DPR_bea_nipa_api.md.",
        "date": "2026-07-30"
      },
      "dpr": "DPRs/DPR_bea_nipa_api.md",
      "crosswalk": {
        "bea_table": "T31700",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D279",
      "display_name": "BEA NIPA Table 3.18A - Federal Receipts and Expenditures: NIPAs vs the Consolidated Cash Statement (All Lines, Annual)",
      "source": "BEA NIPA Table 3.18A via API",
      "source_series_id": "T31800A",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_seasonally_adjusted",
      "start_year": 1952,
      "end_year": 1967,
      "observations": 816,
      "category": "bea_nipa_api",
      "subcategory": "defense_detail_a",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BEA NIPA API extract: the file is the COMPLETE table, every line, one row per (line x period). Verified 2026-07-30 against the raw CSV and the cached API response: every row is METRIC_NAME='Current Dollars', CL_UNIT='Level', UNIT_MULT=6 -- a single unit, millions of current US dollars. There are no chained-dollar, quantity-index or price-index rows in these extracts, contrary to what this field claimed before. BEA's own published table header reads [Billions of dollars]; that is BEA's PRESENTATION convention, not the API payload's -- the API ships millions and declares it in UNIT_MULT (1947Q1 GDP = 243,164 = $243.164bn). `units` therefore records millions_usd, matching the file. See DPR_bea_nipa_api.md.",
        "date": "2026-07-30"
      },
      "dpr": "DPRs/DPR_bea_nipa_api.md",
      "crosswalk": {
        "bea_table": "T31800A",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D280",
      "display_name": "BEA NIPA Table 3.18B - Federal Receipts and Expenditures: NIPAs vs the Budget (All Lines, Annual)",
      "source": "BEA NIPA Table 3.18B via API",
      "source_series_id": "T31800B",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_seasonally_adjusted",
      "start_year": 1968,
      "end_year": 2024,
      "observations": 3026,
      "category": "bea_nipa_api",
      "subcategory": "defense_detail_b",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BEA NIPA API extract: the file is the COMPLETE table, every line, one row per (line x period). Verified 2026-07-30 against the raw CSV and the cached API response: every row is METRIC_NAME='Current Dollars', CL_UNIT='Level', UNIT_MULT=6 -- a single unit, millions of current US dollars. There are no chained-dollar, quantity-index or price-index rows in these extracts, contrary to what this field claimed before. BEA's own published table header reads [Billions of dollars]; that is BEA's PRESENTATION convention, not the API payload's -- the API ships millions and declares it in UNIT_MULT (1947Q1 GDP = 243,164 = $243.164bn). `units` therefore records millions_usd, matching the file. See DPR_bea_nipa_api.md.",
        "date": "2026-07-30"
      },
      "dpr": "DPRs/DPR_bea_nipa_api.md",
      "crosswalk": {
        "bea_table": "T31800B",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D281",
      "display_name": "Employment: Aerospace Product & Parts Manufacturing (NAICS 3364)",
      "source": "BLS Current Employment Statistics (CES) via API v2",
      "source_series_id": "CES3133640001",
      "units": "thousands_employees",
      "frequency": "monthly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 240,
      "category": "bls_defense_employment",
      "subcategory": "aerospace_defense",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BLS CES API data \u2014 employment in thousands for defense-related NAICS industries (3364, 336411, 3366, 336611, 332992-4, 334511, 5417). Verified against DPR_bls_defense_employment.md. Monthly 2006-2025 with annual averages. Units confirmed as thousands_employees per BLS CES standard.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_bls_defense_employment.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D282",
      "display_name": "Employment: Aircraft Manufacturing (NAICS 336411)",
      "source": "BLS Current Employment Statistics (CES) via API v2",
      "source_series_id": "CES3133641101",
      "units": "thousands_employees",
      "frequency": "monthly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 240,
      "category": "bls_defense_employment",
      "subcategory": "aerospace_defense",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BLS CES API data \u2014 employment in thousands for defense-related NAICS industries (3364, 336411, 3366, 336611, 332992-4, 334511, 5417). Verified against DPR_bls_defense_employment.md. Monthly 2006-2025 with annual averages. Units confirmed as thousands_employees per BLS CES standard.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_bls_defense_employment.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D283",
      "display_name": "Employment: Ship & Boat Building (NAICS 3366)",
      "source": "BLS Current Employment Statistics (CES) via API v2",
      "source_series_id": "CES3133660001",
      "units": "thousands_employees",
      "frequency": "monthly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 240,
      "category": "bls_defense_employment",
      "subcategory": "shipbuilding",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BLS CES API data \u2014 employment in thousands for defense-related NAICS industries (3364, 336411, 3366, 336611, 332992-4, 334511, 5417). Verified against DPR_bls_defense_employment.md. Monthly 2006-2025 with annual averages. Units confirmed as thousands_employees per BLS CES standard.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_bls_defense_employment.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D284",
      "display_name": "Employment: Ship Building & Repairing (NAICS 336611)",
      "source": "BLS Current Employment Statistics (CES) via API v2",
      "source_series_id": "CES3133661101",
      "units": "thousands_employees",
      "frequency": "monthly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 240,
      "category": "bls_defense_employment",
      "subcategory": "shipbuilding",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BLS CES API data \u2014 employment in thousands for defense-related NAICS industries (3364, 336411, 3366, 336611, 332992-4, 334511, 5417). Verified against DPR_bls_defense_employment.md. Monthly 2006-2025 with annual averages. Units confirmed as thousands_employees per BLS CES standard.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_bls_defense_employment.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D285",
      "display_name": "Employment: Small Arms, Ammo, Ordnance (NAICS 332992-4)",
      "source": "BLS Current Employment Statistics (CES) via API v2",
      "source_series_id": "CES3133299401",
      "units": "thousands_employees",
      "frequency": "monthly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 240,
      "category": "bls_defense_employment",
      "subcategory": "ordnance",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BLS CES API data \u2014 employment in thousands for defense-related NAICS industries (3364, 336411, 3366, 336611, 332992-4, 334511, 5417). Verified against DPR_bls_defense_employment.md. Monthly 2006-2025 with annual averages. Units confirmed as thousands_employees per BLS CES standard.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_bls_defense_employment.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D286",
      "display_name": "Employment: Search/Detection/Navigation Instruments (NAICS 334511)",
      "source": "BLS Current Employment Statistics (CES) via API v2",
      "source_series_id": "CES3133451101",
      "units": "thousands_employees",
      "frequency": "monthly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 240,
      "category": "bls_defense_employment",
      "subcategory": "electronics_defense",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BLS CES API data \u2014 employment in thousands for defense-related NAICS industries (3364, 336411, 3366, 336611, 332992-4, 334511, 5417). Verified against DPR_bls_defense_employment.md. Monthly 2006-2025 with annual averages. Units confirmed as thousands_employees per BLS CES standard.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_bls_defense_employment.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D287",
      "display_name": "Employment: Scientific R&D Services (NAICS 5417)",
      "source": "BLS Current Employment Statistics (CES) via API v2",
      "source_series_id": "CES6054170001",
      "units": "thousands_employees",
      "frequency": "monthly",
      "seasonal_adjustment": "seasonally_adjusted",
      "start_year": 2006,
      "end_year": 2025,
      "observations": 240,
      "category": "bls_defense_employment",
      "subcategory": "r_and_d",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "BLS CES API data \u2014 employment in thousands for defense-related NAICS industries (3364, 336411, 3366, 336611, 332992-4, 334511, 5417). Verified against DPR_bls_defense_employment.md. Monthly 2006-2025 with annual averages. Units confirmed as thousands_employees per BLS CES standard.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_bls_defense_employment.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D288",
      "display_name": "DOD Military Personnel Budget Authority (FY2027 Request)",
      "source": "DOD Comptroller Budget Exhibits FY2027",
      "source_series_id": "DOD M-1 Exhibit",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2025,
      "end_year": 2027,
      "observations": 421,
      "category": "dod_budget",
      "subcategory": "military_personnel",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "DOD FY2027 Budget Request \u2014 extracted from DOD Comptroller green book tables via USAspending. Units confirmed in USD. FY2025-2027 coverage. DPR_dod_budget_fy2027.md and DPR_usaspending.md confirm methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_dod_budget_fy2027.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D289",
      "display_name": "DOD O&M Budget Authority (FY2027 Request)",
      "source": "DOD Comptroller Budget Exhibits FY2027",
      "source_series_id": "DOD O-1 Exhibit",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2025,
      "end_year": 2027,
      "observations": 395,
      "category": "dod_budget",
      "subcategory": "operations_maintenance",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "DOD FY2027 Budget Request \u2014 extracted from DOD Comptroller green book tables via USAspending. Units confirmed in USD. FY2025-2027 coverage. DPR_dod_budget_fy2027.md and DPR_usaspending.md confirm methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_dod_budget_fy2027.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D290",
      "display_name": "DOD Procurement Budget Authority (FY2027 Request)",
      "source": "DOD Comptroller Budget Exhibits FY2027",
      "source_series_id": "DOD P-1 Exhibit",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2025,
      "end_year": 2027,
      "observations": 1138,
      "category": "dod_budget",
      "subcategory": "procurement",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "DOD FY2027 Budget Request \u2014 extracted from DOD Comptroller green book tables via USAspending. Units confirmed in USD. FY2025-2027 coverage. DPR_dod_budget_fy2027.md and DPR_usaspending.md confirm methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_dod_budget_fy2027.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D291",
      "display_name": "DOD RDT&E Budget Authority (FY2027 Request)",
      "source": "DOD Comptroller Budget Exhibits FY2027",
      "source_series_id": "DOD R-1 Exhibit",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2025,
      "end_year": 2027,
      "observations": 1163,
      "category": "dod_budget",
      "subcategory": "rdte",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "DOD FY2027 Budget Request \u2014 extracted from DOD Comptroller green book tables via USAspending. Units confirmed in USD. FY2025-2027 coverage. DPR_dod_budget_fy2027.md and DPR_usaspending.md confirm methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_dod_budget_fy2027.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D292",
      "display_name": "DOD Military Construction Budget Authority (FY2027 Request)",
      "source": "DOD Comptroller Budget Exhibits FY2027",
      "source_series_id": "DOD C-1 Exhibit",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2025,
      "end_year": 2027,
      "observations": 322,
      "category": "dod_budget",
      "subcategory": "military_construction",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "DOD FY2027 Budget Request \u2014 extracted from DOD Comptroller green book tables via USAspending. Units confirmed in USD. FY2025-2027 coverage. DPR_dod_budget_fy2027.md and DPR_usaspending.md confirm methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_dod_budget_fy2027.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D293",
      "display_name": "DOD Revolving Funds Budget Authority (FY2027 Request)",
      "source": "DOD Comptroller Budget Exhibits FY2027",
      "source_series_id": "DOD RF-1 Exhibit",
      "units": "usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2025,
      "end_year": 2027,
      "observations": 12,
      "category": "dod_budget",
      "subcategory": "revolving_funds",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "DOD FY2027 Budget Request \u2014 extracted from DOD Comptroller green book tables via USAspending. Units confirmed in USD. FY2025-2027 coverage. DPR_dod_budget_fy2027.md and DPR_usaspending.md confirm methodology.",
        "date": "2026-07-07"
      },
      "dpr": "DPRs/DPR_dod_budget_fy2027.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D298",
      "display_name": "Defense-Adjacent Manufacturing (3364OT) Gross Operating Surplus",
      "source": "BEA GDPbyIndustry API (TableID 6 Components of Value Added, industry 3364OT 'Other transportation equipment' = NAICS 3364 aerospace + 3366 ships)",
      "source_series_id": "BEA_GDPbyIndustry_T6_3364OT_D298",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "defense_industrial_production",
      "subcategory": "profit_rates_3364ot",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Live BEA API fetch via P15 (2026-07-26). Values are current-dollar billions (VA components) or ratio (profit share).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_bea_industry_profit.md",
      "crosswalk": {
        "bea_table": "GDPbyIndustry T6/T15",
        "bea_series_code": "3364OT",
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D299",
      "display_name": "Defense-Adjacent Manufacturing (3364OT) Value Added",
      "source": "BEA GDPbyIndustry API (TableID 6 Components of Value Added, industry 3364OT 'Other transportation equipment' = NAICS 3364 aerospace + 3366 ships)",
      "source_series_id": "BEA_GDPbyIndustry_T6_3364OT_D299",
      "units": "billions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "defense_industrial_production",
      "subcategory": "profit_rates_3364ot",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Live BEA API fetch via P15 (2026-07-26). Values are current-dollar billions (VA components) or ratio (profit share).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_bea_industry_profit.md",
      "crosswalk": {
        "bea_table": "GDPbyIndustry T6/T15",
        "bea_series_code": "3364OT",
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D300",
      "display_name": "Defense-Adjacent Manufacturing (3364OT) Profit Share of Value Added",
      "source": "BEA GDPbyIndustry API (TableID 6 Components of Value Added, industry 3364OT 'Other transportation equipment' = NAICS 3364 aerospace + 3366 ships)",
      "source_series_id": "BEA_GDPbyIndustry_T6_3364OT_D300",
      "units": "ratio",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1997,
      "end_year": 2024,
      "observations": 28,
      "category": "defense_industrial_production",
      "subcategory": "profit_rates_3364ot",
      "construction": "formula",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Live BEA API fetch via P15 (2026-07-26). Values are current-dollar billions (VA components) or ratio (profit share).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_bea_industry_profit.md",
      "components": [
        "D298",
        "D299"
      ],
      "formula": "gross_operating_surplus / value_added",
      "crosswalk": {
        "bea_table": "GDPbyIndustry T6/T15",
        "bea_series_code": "3364OT",
        "sipri_equivalent": null
      }
    },
    {
      "sid": "XS036",
      "display_name": "NATO Total Defence Expenditure (Million USD, Current)",
      "source": "NATO \u2014 Defence Expenditure of NATO Countries (2014-2025), def-exp-2025-en.pdf, Table 2 (Million USD current) / Table 3 (% of GDP)",
      "source_series_id": "NATO_defexp_XS036",
      "units": "million_usd_current",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2014,
      "end_year": 2025,
      "observations": 12,
      "category": "nato_defence",
      "subcategory": "nato_aggregates",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Parsed from NATO def-exp-2025 PDF (block1/primary measure). NATO Total 2023 sanity-checked: $1.28T MUSD, 2.44% GDP \u2014 matches published NATO figures. Cross-validation anchor vs SIPRI Milex (XS001-007).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_nato.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": "XS001"
      },
      "xs_class": "external_study",
      "xs_attribution": "NATO Public Diplomacy Division, def-exp-2025"
    },
    {
      "sid": "XS037",
      "display_name": "NATO Total Defence Expenditure (% of GDP)",
      "source": "NATO \u2014 Defence Expenditure of NATO Countries (2014-2025), def-exp-2025-en.pdf, Table 2 (Million USD current) / Table 3 (% of GDP)",
      "source_series_id": "NATO_defexp_XS037",
      "units": "pct_gdp",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2014,
      "end_year": 2025,
      "observations": 12,
      "category": "nato_defence",
      "subcategory": "nato_aggregates",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Parsed from NATO def-exp-2025 PDF (block1/primary measure). NATO Total 2023 sanity-checked: $1.28T MUSD, 2.44% GDP \u2014 matches published NATO figures. Cross-validation anchor vs SIPRI Milex (XS001-007).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_nato.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": "XS003"
      },
      "xs_class": "external_study",
      "xs_attribution": "NATO Public Diplomacy Division, def-exp-2025"
    },
    {
      "sid": "XS038",
      "display_name": "NATO Europe and Canada Defence Expenditure (Million USD, Current)",
      "source": "NATO \u2014 Defence Expenditure of NATO Countries (2014-2025), def-exp-2025-en.pdf, Table 2 (Million USD current) / Table 3 (% of GDP)",
      "source_series_id": "NATO_defexp_XS038",
      "units": "million_usd_current",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2014,
      "end_year": 2025,
      "observations": 12,
      "category": "nato_defence",
      "subcategory": "nato_aggregates",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Parsed from NATO def-exp-2025 PDF (block1/primary measure). NATO Total 2023 sanity-checked: $1.28T MUSD, 2.44% GDP \u2014 matches published NATO figures. Cross-validation anchor vs SIPRI Milex (XS001-007).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_nato.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": "XS001"
      },
      "xs_class": "external_study",
      "xs_attribution": "NATO Public Diplomacy Division, def-exp-2025"
    },
    {
      "sid": "XS039",
      "display_name": "NATO Europe and Canada Defence Expenditure (% of GDP)",
      "source": "NATO \u2014 Defence Expenditure of NATO Countries (2014-2025), def-exp-2025-en.pdf, Table 2 (Million USD current) / Table 3 (% of GDP)",
      "source_series_id": "NATO_defexp_XS039",
      "units": "pct_gdp",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 2014,
      "end_year": 2025,
      "observations": 12,
      "category": "nato_defence",
      "subcategory": "nato_aggregates",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "Parsed from NATO def-exp-2025 PDF (block1/primary measure). NATO Total 2023 sanity-checked: $1.28T MUSD, 2.44% GDP \u2014 matches published NATO figures. Cross-validation anchor vs SIPRI Milex (XS001-007).",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_nato.md",
      "crosswalk": {
        "bea_table": null,
        "bea_series_code": null,
        "sipri_equivalent": "XS003"
      },
      "xs_class": "external_study",
      "xs_attribution": "NATO Public Diplomacy Division, def-exp-2025"
    },
    {
      "sid": "D310",
      "display_name": "US National Defense Outlays (Function 050, OMB Historical)",
      "source": "OMB Historical Tables, Table 3.2 (Outlays by Function), FY2027 vintage",
      "source_series_id": "OMB_hist03z2_050",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1962,
      "end_year": 2025,
      "observations": 64,
      "category": "us_historical_defense",
      "subcategory": "omb_function_050",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "OMB Historical Table 3.2 FY2027 (downloaded 2026-07-26). Function 050 National Defense = sum of 7 sub-functions (Military Personnel, O&M, Procurement, RDT&E, Military Construction, Family Housing, Other). 2024 actual $826.3B sanity-checked. The canonical long-run US defense outlays source.",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_omb.md",
      "crosswalk": {
        "bea_table": "OMB T3.2",
        "bea_series_code": "050",
        "sipri_equivalent": null
      }
    },
    {
      "sid": "D311",
      "display_name": "US National Defense Capital Investment (OMB Table 9.4 Total)",
      "source": "OMB Historical Tables, Table 9.4 (National Defense Outlays for Major Public Direct Physical Capital Investment), FY2027 vintage",
      "source_series_id": "OMB_hist09z4_total",
      "units": "millions_usd",
      "frequency": "annual",
      "seasonal_adjustment": "not_applicable",
      "start_year": 1940,
      "end_year": 2025,
      "observations": 86,
      "category": "us_historical_defense",
      "subcategory": "omb_capital_investment",
      "construction": "direct",
      "content_type": "time_series",
      "publish": true,
      "triage": {
        "verdict": "verified",
        "reason": "OMB Historical Table 9.4 FY2027 (col Total). Long-run defense capital investment 1940-2025.",
        "date": "2026-07-26"
      },
      "dpr": "DPRs/DPR_omb.md",
      "crosswalk": {
        "bea_table": "OMB T9.4",
        "bea_series_code": null,
        "sipri_equivalent": null
      }
    }
  ]
}