{
 "iwvEquityLines": {
  "value": "2{,}587",
  "source": "count reported by the build log of scripts/build_universe.py (2026-10-27); the iShares latest-holdings.csv used by the build is not archived (verified on M3U96b, Stage D feasibility report); not reconstructible",
  "formula": "documented input or stats.json"
 },
 "russellIndexConstituents": {
  "value": "2{,}996",
  "source": "results/russell_coverage.json:index_constituents",
  "formula": "https://research.ftserussell.com/Analytics/FactSheets/Home/DownloadSingleIssue?issueName=US3000USD&isManual=True"
 },
 "russellProxyCoveragePct": {
  "value": "85.3",
  "source": "results/russell_coverage.json",
  "formula": "100 * russell_distinct_ciks / index_constituents"
 },
 "iwvHoldingsCount": {
  "value": "2{,}588",
  "source": "results/russell_coverage.json:fund_holdings_count",
  "formula": "https://www.ishares.com/us/products/239714/ishares-russell-3000-etf"
 },
 "iwvReplicationMethod": {
  "value": "representative sampling",
  "source": "results/russell_coverage.json:replication_method",
  "formula": "https://www.ishares.com/us/products/239714/ishares-russell-3000-etf"
 },
 "universeN": {
  "value": "2{,}564",
  "source": "stats.json:universe.n",
  "formula": "count"
 },
 "russellDistinctCiks": {
  "value": "2{,}555",
  "source": "stats.json:universe.russell_distinct_ciks",
  "formula": "count"
 },
 "russellMappedLines": {
  "value": "2{,}573",
  "source": "stats.json:universe.russell_equity_lines_mapped",
  "formula": "count"
 },
 "russellUnmatched": {
  "value": "7",
  "source": "stats.json:universe.russell_unmatched",
  "formula": "len(unmatched)"
 },
 "russellDualClassCiks": {
  "value": "18",
  "source": "stats.json:universe",
  "formula": "mapped lines - distinct CIKs"
 },
 "filingDateFirst": {
  "value": "2010-01-04",
  "source": "stats.json:filing_date_range or min(filings_by_form.first)",
  "formula": "min"
 },
 "filingDateLast": {
  "value": "2026-10-27",
  "source": "stats.json:filing_date_range or max(filings_by_form.last)",
  "formula": "max"
 },
 "filingsTotal": {
  "value": "527{,}548",
  "source": "stats.json:filings_total",
  "formula": "count"
 },
 "filingsNotParsed": {
  "value": "16",
  "source": "data/parse_status.csv",
  "formula": "sum(error)+sum(missing)"
 },
 "filingsMissingOnDisk": {
  "value": "2",
  "source": "data/parse_status.csv",
  "formula": "sum(missing)"
 },
 "filingsParserError": {
  "value": "14",
  "source": "data/parse_status.csv",
  "formula": "sum(error)"
 },
 "rawGb": {
  "value": "254.5",
  "source": "stats.json:raw_gb",
  "formula": "sum(file_size_bytes)/1e9"
 },
 "firstSeenYearMin": {
  "value": "2011",
  "source": "data/projects_by_first_seen_year.csv",
  "formula": "first full year after the left-censored start"
 },
 "firstSeenYearMax": {
  "value": "2025",
  "source": "data/projects_by_first_seen_year.csv",
  "formula": "last full year before the partial final year"
 },
 "firstSeenRangeInner": {
  "value": "6{,}240--8{,}216",
  "source": "data/projects_by_first_seen_year.csv",
  "formula": "min/max of projects first seen, 2011--2025"
 },
 "firstSeenFirstYear": {
  "value": "7{,}835",
  "source": "data/projects_by_first_seen_year.csv",
  "formula": "projects first seen in 2010 (left-censored)"
 },
 "firstSeenInnerMean": {
  "value": "7{,}105",
  "source": "data/projects_by_first_seen_year.csv",
  "formula": "mean 2011--2025"
 },
 "mentionsFirstYear": {
  "value": "11{,}908",
  "source": "data/mentions_by_year.csv",
  "formula": "mentions in 2010"
 },
 "mentionsLastFullYear": {
  "value": "23{,}220",
  "source": "data/mentions_by_year.csv",
  "formula": "mentions in 2025"
 },
 "issuersWithMentionsFirstYear": {
  "value": "1{,}224",
  "source": "data/mentions_by_year.csv",
  "formula": "issuers with mentions in 2010"
 },
 "issuersWithMentionsLastFullYear": {
  "value": "2{,}280",
  "source": "data/mentions_by_year.csv",
  "formula": "issuers with mentions in 2025"
 },
 "mentionsPerIssuerFirstYear": {
  "value": "9.7",
  "source": "data/mentions_by_year.csv",
  "formula": "mentions/issuers"
 },
 "mentionsPerIssuerLastFullYear": {
  "value": "10.2",
  "source": "data/mentions_by_year.csv",
  "formula": "mentions/issuers"
 },
 "lastYear": {
  "value": "2026",
  "source": "data/issuers_by_year.csv",
  "formula": "max year (partial)"
 },
 "issuersFilingFirstYear": {
  "value": "1{,}392",
  "source": "data/issuers_by_year.csv",
  "formula": "issuers in 2010"
 },
 "issuersFilingLastYear": {
  "value": "2{,}498",
  "source": "data/issuers_by_year.csv",
  "formula": "issuers in 2026"
 },
 "callsOneZeroK": {
  "value": "135{,}310",
  "source": "results/ledger/table3_ledger_vs_stored.csv",
  "formula": "calls where form_type=10-K"
 },
 "callsOneZeroQ": {
  "value": "363{,}973",
  "source": "results/ledger/table3_ledger_vs_stored.csv",
  "formula": "calls where form_type=10-Q"
 },
 "callsEightK": {
  "value": "204{,}442",
  "source": "results/ledger/table3_ledger_vs_stored.csv",
  "formula": "calls where form_type=8-K"
 },
 "ledgerTotal": {
  "value": "1{,}123{,}098",
  "source": "stats.json:ledger_total",
  "formula": "count(extracted_sections)"
 },
 "ledgerMentionsReturned": {
  "value": "308{,}477",
  "source": "data/ledger_by_form.csv",
  "formula": "sum(mentions)"
 },
 "ledgerGap": {
  "value": "412",
  "source": "data/ledger_by_form.csv, data/mentions_by_form.csv",
  "formula": "sum(ledger mentions) - sum(stored mentions)"
 },
 "ledgerGapByForm": {
  "value": "10-K 127, 10-Q 257, 8-K 28",
  "source": "data/ledger_by_form.csv, data/mentions_by_form.csv",
  "formula": "per form"
 },
 "mentionsStoredEightK": {
  "value": "74{,}566",
  "source": "data/mentions_by_form.csv",
  "formula": "n where form_type=8-K"
 },
 "mentionsLedgerEightK": {
  "value": "74{,}594",
  "source": "data/ledger_by_form.csv",
  "formula": "mentions where form_type=8-K"
 },
 "ledgerSectionsEightK": {
  "value": "400{,}601",
  "source": "data/ledger_by_form.csv",
  "formula": "sections where form_type=8-K"
 },
 "mentionsStoredOneZeroK": {
  "value": "81{,}495",
  "source": "data/mentions_by_form.csv",
  "formula": "n where form_type=10-K"
 },
 "mentionsLedgerOneZeroK": {
  "value": "81{,}622",
  "source": "data/ledger_by_form.csv",
  "formula": "mentions where form_type=10-K"
 },
 "ledgerSectionsOneZeroK": {
  "value": "143{,}704",
  "source": "data/ledger_by_form.csv",
  "formula": "sections where form_type=10-K"
 },
 "mentionsStoredOneZeroQ": {
  "value": "152{,}004",
  "source": "data/mentions_by_form.csv",
  "formula": "n where form_type=10-Q"
 },
 "mentionsLedgerOneZeroQ": {
  "value": "152{,}261",
  "source": "data/ledger_by_form.csv",
  "formula": "mentions where form_type=10-Q"
 },
 "ledgerSectionsOneZeroQ": {
  "value": "578{,}793",
  "source": "data/ledger_by_form.csv",
  "formula": "sections where form_type=10-Q"
 },
 "productiveSections": {
  "value": "168{,}230",
  "source": "data/ledger_by_form.csv",
  "formula": "sum(with_mentions)"
 },
 "productiveShareLedger": {
  "value": "15.0",
  "source": "data/ledger_by_form.csv, stats.json",
  "formula": "100*productive/ledger_total"
 },
 "mentionsPerLedgerSection": {
  "value": "0.27",
  "source": "stats.json",
  "formula": "mentions/ledger_total"
 },
 "mentionsPerProductiveSection": {
  "value": "1.83",
  "source": "stats.json, data/ledger_by_form.csv",
  "formula": "mentions/productive"
 },
 "gatePassTotal": {
  "value": "703{,}725",
  "source": "results/ledger/gate_pass_totals.json:calls or stats.json:gate_pass_total",
  "formula": "gate-passing rows with >= 30 words (true calls)"
 },
 "productiveShareCalls": {
  "value": "23.9",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "productive_pct_calls"
 },
 "mentionsPerCall": {
  "value": "0.44",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "mentions_per_call"
 },
 "gatePassRowsAll": {
  "value": "703{,}737",
  "source": "stats.json:gate_pass_total",
  "formula": "regexp_matches(_PROJECT_GATE) over all ledger rows"
 },
 "resumeBatchCalls": {
  "value": "2{,}686",
  "source": "results/ledger/resume_batch1_vs_expected.csv",
  "formula": "sum(calls)"
 },
 "resumeBatchProductive": {
  "value": "23",
  "source": "results/ledger/resume_batch1_vs_expected.csv",
  "formula": "sum(with_mentions)"
 },
 "resumeBatchExpected": {
  "value": "536",
  "source": "results/ledger/resume_batch1_vs_expected.csv",
  "formula": "sum(expected_with_mentions)"
 },
 "resumeBatchSections": {
  "value": "5{,}198",
  "source": "results/ledger/log_summary.json:october.resume_batch1.log_sections",
  "formula": "log"
 },
 "resumeBatchCiks": {
  "value": "19",
  "source": "results/ledger/log_summary.json",
  "formula": "len(ciks)"
 },
 "outageZeroBatches": {
  "value": "14",
  "source": "results/ledger/log_summary.json:october.anomalous_batches",
  "formula": "count"
 },
 "tenKmdnaMentions": {
  "value": "39{,}099",
  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",
  "formula": "mentions by item"
 },
 "tenQmdnaMentions": {
  "value": "99{,}305",
  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",
  "formula": "mentions by item"
 },
 "tenKbusinessMentions": {
  "value": "30{,}492",
  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",
  "formula": "mentions by item"
 },
 "tenQfinancialStatementsMentions": {
  "value": "30{,}159",
  "source": "data/ledger_10k_items.csv / ledger_10q_items.csv",
  "formula": "mentions by item"
 },
 "tenKfullBodyRows": {
  "value": "1{,}230",
  "source": "data/ledger_10k_items.csv",
  "formula": "n where section_name=full_body"
 },
 "typesPctSum": {
  "value": "100.1",
  "source": "data/projects_by_type.csv",
  "formula": "sum(pct)"
 },
 "amountMedianMusd": {
  "value": "128.5",
  "source": "stats.json:amount_total_median_musd or data/amount_dist.csv",
  "formula": "median(total_amount_usd)/1e6"
 },
 "smallNThreshold": {
  "value": "50",
  "source": "data/documented_inputs.json:small_n_threshold",
  "formula": "presentation rule"
 },
 "smallNCategories": {
  "value": "ai_initiative, automation, cloud_migration",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount < 50"
 },
 "projectsExclFinancing": {
  "value": "107{,}960",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "sum(n_excl_any)"
 },
 "projectsWithFinancingMention": {
  "value": "13{,}139",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "projects - sum(n_excl_any)"
 },
 "projectsWithFinancingMentionPct": {
  "value": "10.8",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "100*(projects - sum(n_excl_any))/projects"
 },
 "nExclFinancingCapexProgram": {
  "value": "4{,}519",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "n_excl_any where project_type=capex_program"
 },
 "shareExclFinancingCapexProgram": {
  "value": "4.2",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "pct_excl_any where project_type=capex_program"
 },
 "nExclFinancingCostReduction": {
  "value": "5{,}397",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "n_excl_any where project_type=cost_reduction"
 },
 "shareExclFinancingCostReduction": {
  "value": "5.0",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "pct_excl_any where project_type=cost_reduction"
 },
 "nExclFinancingMaIntegration": {
  "value": "36{,}687",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "n_excl_any where project_type=ma_integration"
 },
 "shareExclFinancingMaIntegration": {
  "value": "34.0",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "pct_excl_any where project_type=ma_integration"
 },
 "shareDataCenter": {
  "value": "0.4",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=data_center"
 },
 "nDataCenter": {
  "value": "449",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=data_center"
 },
 "withAmountDataCenter": {
  "value": "129",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=data_center"
 },
 "medianAmountDataCenter": {
  "value": "166.0",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=data_center"
 },
 "medianAmountCIDataCenter": {
  "value": "93.0--375.0",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=data_center"
 },
 "shareAiInitiative": {
  "value": "0.3",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=ai_initiative"
 },
 "nAiInitiative": {
  "value": "376",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=ai_initiative"
 },
 "withAmountAiInitiative": {
  "value": "20",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=ai_initiative"
 },
 "medianAmountAiInitiative": {
  "value": "127.5",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=ai_initiative"
 },
 "medianAmountCIAiInitiative": {
  "value": "35.0--612.5",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=ai_initiative"
 },
 "shareCloudMigration": {
  "value": "0.2",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=cloud_migration"
 },
 "nCloudMigration": {
  "value": "264",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=cloud_migration"
 },
 "withAmountCloudMigration": {
  "value": "35",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=cloud_migration"
 },
 "medianAmountCloudMigration": {
  "value": "50.0",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=cloud_migration"
 },
 "medianAmountCICloudMigration": {
  "value": "9.4--250.0",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=cloud_migration"
 },
 "shareAutomation": {
  "value": "0.3",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=automation"
 },
 "nAutomation": {
  "value": "374",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=automation"
 },
 "withAmountAutomation": {
  "value": "25",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=automation"
 },
 "medianAmountAutomation": {
  "value": "13.7",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=automation"
 },
 "medianAmountCIAutomation": {
  "value": "3.4--38.4",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=automation"
 },
 "shareMaIntegration": {
  "value": "34.5",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=ma_integration"
 },
 "nMaIntegration": {
  "value": "41{,}742",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=ma_integration"
 },
 "withAmountMaIntegration": {
  "value": "28{,}044",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=ma_integration"
 },
 "medianAmountMaIntegration": {
  "value": "155.0",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=ma_integration"
 },
 "medianAmountCIMaIntegration": {
  "value": "150.0--161.5",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=ma_integration"
 },
 "shareCapexProgram": {
  "value": "8.9",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=capex_program"
 },
 "nCapexProgram": {
  "value": "10{,}720",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=capex_program"
 },
 "withAmountCapexProgram": {
  "value": "9{,}452",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=capex_program"
 },
 "medianAmountCapexProgram": {
  "value": "300.0",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=capex_program"
 },
 "medianAmountCICapexProgram": {
  "value": "300.0--323.2",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=capex_program"
 },
 "sharePartnership": {
  "value": "8.2",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=partnership"
 },
 "nPartnership": {
  "value": "9{,}909",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=partnership"
 },
 "withAmountPartnership": {
  "value": "2{,}943",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=partnership"
 },
 "medianAmountPartnership": {
  "value": "75.0",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=partnership"
 },
 "medianAmountCIPartnership": {
  "value": "60.0--81.9",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=partnership"
 },
 "shareGeographicExpansion": {
  "value": "6.5",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=geographic_expansion"
 },
 "nGeographicExpansion": {
  "value": "7{,}868",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=geographic_expansion"
 },
 "withAmountGeographicExpansion": {
  "value": "1{,}431",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=geographic_expansion"
 },
 "medianAmountGeographicExpansion": {
  "value": "36.7",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=geographic_expansion"
 },
 "medianAmountCIGeographicExpansion": {
  "value": "30.1--44.6",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=geographic_expansion"
 },
 "sharePlantConstruction": {
  "value": "6.3",
  "source": "data/projects_by_type.csv",
  "formula": "pct where project_type=plant_construction"
 },
 "nPlantConstruction": {
  "value": "7{,}590",
  "source": "data/projects_by_type.csv",
  "formula": "n where project_type=plant_construction"
 },
 "withAmountPlantConstruction": {
  "value": "2{,}511",
  "source": "data/projects_by_type.csv",
  "formula": "with_amount where project_type=plant_construction"
 },
 "medianAmountPlantConstruction": {
  "value": "56.0",
  "source": "data/projects_by_type.csv",
  "formula": "median_amount_musd where project_type=plant_construction"
 },
 "medianAmountCIPlantConstruction": {
  "value": "50.0--64.9",
  "source": "data/projects_by_type_ci.csv",
  "formula": "ci_low--ci_high where project_type=plant_construction"
 },
 "techCategoriesCountRange": {
  "value": "264--449",
  "source": "data/projects_by_type.csv",
  "formula": "min/max n over data_center, ai_initiative, cloud_migration, automation"
 },
 "sectorTopFourPerIssuerRange": {
  "value": "62--75",
  "source": "data/projects_by_sector.csv",
  "formula": "floor(min)/ceil(max) of per_issuer over the four highest sectors: Utilities, Materials, Energy, Real Estate"
 },
 "sectorTopFourNames": {
  "value": "utilities, materials, energy, real estate",
  "source": "data/projects_by_sector.csv",
  "formula": "four highest per_issuer"
 },
 "sectorFinancialsPerIssuer": {
  "value": "32",
  "source": "data/projects_by_sector.csv",
  "formula": "round(per_issuer) for Financials"
 },
 "sectorProjectsHealthCare": {
  "value": "23{,}679",
  "source": "data/projects_by_sector.csv",
  "formula": "n for Health Care"
 },
 "sectorIssuersHealthCare": {
  "value": "429",
  "source": "data/projects_by_sector.csv",
  "formula": "issuers for Health Care"
 },
 "sectorProjectsIndustrials": {
  "value": "17{,}890",
  "source": "data/projects_by_sector.csv",
  "formula": "n for Industrials"
 },
 "sectorIssuersIndustrials": {
  "value": "386",
  "source": "data/projects_by_sector.csv",
  "formula": "issuers for Industrials"
 },
 "cohortEffectAll": {
  "value": "8.8",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500.in_sp500.coef"
 },
 "cohortEffectAllSE": {
  "value": "1.62",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500.in_sp500.hc1_se"
 },
 "cohortEffectOctober": {
  "value": "-23.0",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_october_only_on_sp500.in_sp500.coef"
 },
 "cohortEffectOctoberSE": {
  "value": "1.20",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_october_only_on_sp500.in_sp500.hc1_se"
 },
 "cohortEffectVolumeControl": {
  "value": "-0.28",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500_log_rows.in_sp500.coef"
 },
 "cohortEffectVolumeControlSE": {
  "value": "1.52",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500_log_rows.in_sp500.hc1_se"
 },
 "perIssuerAllBoth": {
  "value": "55.8",
  "source": "results/runs/table6_cohort.csv",
  "formula": "per_issuer_all where cohort=both"
 },
 "perIssuerOctoberBoth": {
  "value": "25.1",
  "source": "results/runs/table6_cohort.csv",
  "formula": "per_issuer_october_only where cohort=both"
 },
 "perIssuerAllRussellOnly": {
  "value": "46.9",
  "source": "results/runs/table6_cohort.csv",
  "formula": "per_issuer_all where cohort=russell_only"
 },
 "perIssuerOctoberRussellOnly": {
  "value": "46.9",
  "source": "results/runs/table6_cohort.csv",
  "formula": "per_issuer_october_only where cohort=russell_only"
 },
 "perIssuerAllSpFiveZeroZeroOnly": {
  "value": "42.7",
  "source": "results/runs/table6_cohort.csv",
  "formula": "per_issuer_all where cohort=sp500_only"
 },
 "perIssuerOctoberSpFiveZeroZeroOnly": {
  "value": "13.1",
  "source": "results/runs/table6_cohort.csv",
  "formula": "per_issuer_october_only where cohort=sp500_only"
 },
 "spanKnownN": {
  "value": "103{,}500",
  "source": "data/duration.csv",
  "formula": "projects - unknown"
 },
 "spanUnknownN": {
  "value": "17{,}599",
  "source": "data/duration.csv",
  "formula": "n where span_years=unknown"
 },
 "spanUnknownShareAll": {
  "value": "14.5",
  "source": "data/duration.csv",
  "formula": "100*unknown/projects"
 },
 "spanZeroShareAll": {
  "value": "55.5",
  "source": "data/duration.csv",
  "formula": "100*n(0)/projects"
 },
 "spanZeroShareKnown": {
  "value": "64.9",
  "source": "data/duration.csv",
  "formula": "100*n(0)/(projects-unknown)"
 },
 "spanOverFiveShareAll": {
  "value": "8.5",
  "source": "data/duration.csv",
  "formula": "100*n(>5)/projects"
 },
 "spanOverFiveShareKnown": {
  "value": "10.0",
  "source": "data/duration.csv",
  "formula": "100*n(>5)/(projects-unknown)"
 },
 "statusShareInProgress": {
  "value": "41.6",
  "source": "data/projects_by_status.csv",
  "formula": "pct where status=in_progress"
 },
 "statusShareCompleted": {
  "value": "41.0",
  "source": "data/projects_by_status.csv",
  "formula": "pct where status=completed"
 },
 "statusSharePlanned": {
  "value": "15.1",
  "source": "data/projects_by_status.csv",
  "formula": "pct where status=planned"
 },
 "statusShareMentioned": {
  "value": "2.3",
  "source": "data/projects_by_status.csv",
  "formula": "pct where status=mentioned"
 },
 "singleMentionShare": {
  "value": "60.2",
  "source": "data/mentions_per_project.csv",
  "formula": "100*n(bucket=1)/projects"
 },
 "twoMentionShare": {
  "value": "17.0",
  "source": "data/mentions_per_project.csv",
  "formula": "100*n(bucket=2)/projects"
 },
 "overFiveMentionShare": {
  "value": "8.2",
  "source": "data/mentions_per_project.csv",
  "formula": "100*(n(6-10)+n(>10))/projects"
 },
 "overTenMentionShare": {
  "value": "3.1",
  "source": "data/mentions_per_project.csv",
  "formula": "100*n(bucket=>10)/projects"
 },
 "confShareOne": {
  "value": "35.2",
  "source": "data/confidence_dist.csv",
  "formula": "100*n(conf=1.0)/mentions"
 },
 "confShareNine": {
  "value": "32.7",
  "source": "data/confidence_dist.csv",
  "formula": "100*n(conf=0.9)/mentions"
 },
 "confShareLeSix": {
  "value": "1.6",
  "source": "data/confidence_dist.csv",
  "formula": "100*n(conf<=0.6)/mentions"
 },
 "confExactDefaultCount": {
  "value": "3{,}278",
  "source": "stats.json:conf_exact_default_count",
  "formula": "count(round(confidence,3)=0.600)"
 },
 "amountMaxBusd": {
  "value": "1{,}000.0",
  "source": "stats.json:amount_max",
  "formula": "max(total_amount_usd)/1e9"
 },
 "amountGeFiftyB": {
  "value": "104",
  "source": "stats.json:amount_ge_50b",
  "formula": "count(total_amount_usd >= 50e9)"
 },
 "amountLeZero": {
  "value": "259",
  "source": "stats.json:amount_le_zero",
  "formula": "count(total_amount_usd <= 0)"
 },
 "amountRawDeviations": {
  "value": "584",
  "source": "stats.json:amount_raw_deviations",
  "formula": "count(amount_raw is distinct from format(amount_usd))"
 },
 "amountMentionsGeFiftyB": {
  "value": "161",
  "source": "results/grounding/amount_tail.json",
  "formula": "ge_50e9"
 },
 "amountMentionsZero": {
  "value": "584",
  "source": "results/grounding/amount_tail.json",
  "formula": "eq_0"
 },
 "amountMentionsNegative": {
  "value": "24",
  "source": "results/grounding/amount_tail.json",
  "formula": "lt_0"
 },
 "amountProjectsGeFiftyB": {
  "value": "104",
  "source": "results/grounding/amount_tail.json",
  "formula": "projects_max_amount_ge_50e9"
 },
 "amountTopTwoHundredNumberFound": {
  "value": "191",
  "source": "results/grounding/amount_tail.json",
  "formula": "top200_grounded_number[0]"
 },
 "amountTopTwoHundredCurrency": {
  "value": "178",
  "source": "results/grounding/amount_tail.json",
  "formula": "top200_grounded_number[1]"
 },
 "amountNonUsdTokenShare": {
  "value": "1.6",
  "source": "results/grounding/amount_tail.json",
  "formula": "100*nonusd_within_40_share[0]/[1]"
 },
 "amountMentions": {
  "value": "120{,}240",
  "source": "stats.json:mentions_fields[0]",
  "formula": "count(amount_usd is not null)"
 },
 "amountMentionsShare": {
  "value": "39.0",
  "source": "stats.json",
  "formula": "100*mentions_fields[0]/mentions"
 },
 "amountProjects": {
  "value": "56{,}500",
  "source": "stats.json:projects_fields[0]",
  "formula": "count(total_amount_usd is not null)"
 },
 "amountProjectsShare": {
  "value": "46.7",
  "source": "stats.json",
  "formula": "100*projects_fields[0]/projects"
 },
 "amountPTwoFiveMusd": {
  "value": "23",
  "source": "data/amount_dist.csv",
  "formula": "q[1]/1e6"
 },
 "amountPSevenFiveMusd": {
  "value": "500",
  "source": "data/amount_dist.csv",
  "formula": "q[3]/1e6"
 },
 "amountPNineNineBusd": {
  "value": "12.5",
  "source": "data/amount_dist.csv",
  "formula": "q[5]/1e9"
 },
 "amountSumTusd": {
  "value": "55.9",
  "source": "data/amount_dist.csv",
  "formula": "sum_gusd/1e3"
 },
 "kgNodes": {
  "value": "183{,}472",
  "source": "data/kg.csv",
  "formula": "sum(n) where k=nodes"
 },
 "kgEdges": {
  "value": "204{,}456",
  "source": "data/kg.csv",
  "formula": "sum(n) where k=edges"
 },
 "kgNodesProject": {
  "value": "121{,}099",
  "source": "data/kg.csv",
  "formula": "n where node_type=Project"
 },
 "kgNodesPartner": {
  "value": "36{,}822",
  "source": "data/kg.csv",
  "formula": "n where node_type=Partner"
 },
 "kgNodesLocation": {
  "value": "14{,}508",
  "source": "data/kg.csv",
  "formula": "n where node_type=Location"
 },
 "kgNodesTechnology": {
  "value": "8{,}551",
  "source": "data/kg.csv",
  "formula": "n where node_type=Technology"
 },
 "kgNodesCompany": {
  "value": "2{,}492",
  "source": "data/kg.csv",
  "formula": "n where node_type=Company"
 },
 "provenanceForms": {
  "value": "8-K",
  "source": "data/example_provenance.csv",
  "formula": "distinct form_type of the printed rows"
 },
 "provenanceN": {
  "value": "8",
  "source": "data/example_provenance.csv",
  "formula": "rows printed"
 },
 "provenanceFirst": {
  "value": "2014-04-08",
  "source": "data/example_provenance.csv",
  "formula": "min filing_date"
 },
 "provenanceLast": {
  "value": "2022-03-07",
  "source": "data/example_provenance.csv",
  "formula": "max filing_date"
 },
 "provenanceMaxAmountBusd": {
  "value": "11.5",
  "source": "data/example_provenance.csv",
  "formula": "max(amount_usd)/1e9"
 },
 "provenanceNameYear": {
  "value": "2022",
  "source": "data/example_provenance.csv",
  "formula": "filing year of the last mention (representative name source)"
 },
 "provenanceProjectId": {
  "value": "3e2705ba",
  "source": "data/example_provenance.csv",
  "formula": "project_id[:8]"
 },
 "provenanceKeyToken": {
  "value": "san patricio county, texas",
  "source": "results/resolver/example_provenance_keys.csv",
  "formula": "last field of gkey (location token) of the example project"
 },
 "gateRegexFlags": {
  "value": "re.IGNORECASE",
  "source": "code/audit/spid_snapshot/rules.py",
  "formula": "re.compile flags"
 },
 "gateRegexLength": {
  "value": "215",
  "source": "rules.py:_PROJECT_GATE",
  "formula": "len(pattern)"
 },
 "gateRegexAlternatives": {
  "value": "25",
  "source": "rules.py:_PROJECT_GATE",
  "formula": "number of alternatives"
 },
 "taxonomyN": {
  "value": "21",
  "source": "taxonomy.py:PROJECT_TYPES",
  "formula": "len"
 },
 "yearsRegexEqualPct": {
  "value": "39",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "100*years_eq_regex_desc/years_nonempty"
 },
 "techsRegexEqualPct": {
  "value": "46",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "100*techs_eq_regex_desc/techs_nonempty"
 },
 "yearsNotInText": {
  "value": "604",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "years_not_subset_of_text"
 },
 "techDeployMentionedNoSignal": {
  "value": "90",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "tech_deploy_mentioned_no_any_signal"
 },
 "techDeployMentionedTotal": {
  "value": "124",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "tech_deploy_total[1]"
 },
 "groundPartnersCheckN": {
  "value": "5{,}287",
  "source": "results/grounding/partners_normalisation_check.json",
  "formula": "with_partners (mentions with a partner in the sample)"
 },
 "groundPartnersCheckAuditPct": {
  "value": "99.3",
  "source": "results/grounding/partners_normalisation_check.json",
  "formula": "partners_grounded_pct_audit_rule"
 },
 "groundPartnersPlainCasefoldPct": {
  "value": "96.1",
  "source": "results/grounding/partners_normalisation_check.json",
  "formula": "partners_grounded_pct_naive_casefold"
 },
 "groundPartnersCheckSample": {
  "value": "20{,}000",
  "source": "results/grounding/partners_normalisation_check.json",
  "formula": "sample_mentions (reservoir sample)"
 },
 "groundedYearsPct": {
  "value": "99.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share all/years"
 },
 "groundedYearsCI": {
  "value": "[99.7, 99.8]",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "ci all/years"
 },
 "groundedYearsOneZeroKPct": {
  "value": "99.6",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-K/years"
 },
 "groundedYearsOneZeroQPct": {
  "value": "99.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-Q/years"
 },
 "groundedYearsEightKPct": {
  "value": "99.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=8-K/years"
 },
 "groundedPartnersPct": {
  "value": "99.4",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share all/partners"
 },
 "groundedPartnersCI": {
  "value": "[99.3, 99.5]",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "ci all/partners"
 },
 "groundedPartnersOneZeroKPct": {
  "value": "99.3",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-K/partners"
 },
 "groundedPartnersOneZeroQPct": {
  "value": "99.1",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-Q/partners"
 },
 "groundedPartnersEightKPct": {
  "value": "99.6",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=8-K/partners"
 },
 "groundedAmountNumberPct": {
  "value": "93.7",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share all/amount_number"
 },
 "groundedAmountNumberCI": {
  "value": "[93.6, 93.9]",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "ci all/amount_number"
 },
 "groundedAmountNumberOneZeroKPct": {
  "value": "97.4",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-K/amount_number"
 },
 "groundedAmountNumberOneZeroQPct": {
  "value": "97.5",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-Q/amount_number"
 },
 "groundedAmountNumberEightKPct": {
  "value": "86.9",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=8-K/amount_number"
 },
 "groundedAmountWithCurrencyPct": {
  "value": "80.5",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share all/amount_with_currency"
 },
 "groundedAmountWithCurrencyCI": {
  "value": "[80.2, 80.7]",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "ci all/amount_with_currency"
 },
 "groundedAmountWithCurrencyOneZeroKPct": {
  "value": "86.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-K/amount_with_currency"
 },
 "groundedAmountWithCurrencyOneZeroQPct": {
  "value": "82.3",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-Q/amount_with_currency"
 },
 "groundedAmountWithCurrencyEightKPct": {
  "value": "74.9",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=8-K/amount_with_currency"
 },
 "groundedLocationsPct": {
  "value": "78.3",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share all/locations"
 },
 "groundedLocationsCI": {
  "value": "[78.0, 78.6]",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "ci all/locations"
 },
 "groundedLocationsOneZeroKPct": {
  "value": "85.7",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-K/locations"
 },
 "groundedLocationsOneZeroQPct": {
  "value": "82.1",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-Q/locations"
 },
 "groundedLocationsEightKPct": {
  "value": "67.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=8-K/locations"
 },
 "groundedTechnologiesPct": {
  "value": "63.6",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share all/technologies"
 },
 "groundedTechnologiesCI": {
  "value": "[63.0, 64.2]",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "ci all/technologies"
 },
 "groundedTechnologiesOneZeroKPct": {
  "value": "63.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-K/technologies"
 },
 "groundedTechnologiesOneZeroQPct": {
  "value": "64.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=10-Q/technologies"
 },
 "groundedTechnologiesEightKPct": {
  "value": "58.2",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "grounded_share form=8-K/technologies"
 },
 "groundedAllFieldsPct": {
  "value": "88.2",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "pct where g=all"
 },
 "groundedAllFieldsTenKPct": {
  "value": "92.2",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "pct where g=10-K"
 },
 "groundedAllFieldsTenQPct": {
  "value": "92.4",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "pct where g=10-Q"
 },
 "groundedAllFieldsEightKPct": {
  "value": "76.6",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "pct where g=8-K"
 },
 "groundedAllFieldsJunePct": {
  "value": "84.5",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "pct where g=backfilled_june"
 },
 "groundedAllFieldsOctoberPct": {
  "value": "88.7",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "pct where g=october"
 },
 "groundedAllFieldsN": {
  "value": "276{,}168",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "n_with_fields where g=all"
 },
 "projectCountRangeKeys": {
  "value": "21{,}027--308{,}065",
  "source": "results/resolver/spec_curve.csv",
  "formula": "min/max projects over keys at threshold 0.45"
 },
 "projectCountRangeKeysN": {
  "value": "9",
  "source": "results/resolver/spec_curve.csv",
  "formula": "number of keys at threshold 0.45"
 },
 "projectCountRangeResolvedKeys": {
  "value": "21{,}027--198{,}488",
  "source": "results/resolver/spec_curve.csv",
  "formula": "min/max projects over keys at 0.45 excluding the mention level"
 },
 "projectCountRangeAll": {
  "value": "16{,}562--308{,}065",
  "source": "results/resolver/spec_curve.csv",
  "formula": "min/max projects over all keys x thresholds"
 },
 "projectCountCurrentKey": {
  "value": "121{,}099",
  "source": "results/resolver/spec_curve.csv",
  "formula": "key=k_current at 0.45"
 },
 "projectCountStrict": {
  "value": "198{,}488",
  "source": "results/resolver/spec_curve.csv",
  "formula": "key=k_strict at 0.45"
 },
 "projectCountCikType": {
  "value": "21{,}027",
  "source": "results/resolver/spec_curve.csv",
  "formula": "key=k_cik_type at 0.45"
 },
 "projectCountTypeDropped": {
  "value": "96{,}749",
  "source": "results/resolver/spec_curve.csv",
  "formula": "key=k_type_dropped at 0.45"
 },
 "projectCountNameOnly": {
  "value": "114{,}244",
  "source": "results/resolver/spec_curve.csv",
  "formula": "key=k_name_only at 0.45"
 },
 "projectCountCurrentKeyHighThreshold": {
  "value": "83{,}483",
  "source": "results/resolver/spec_curve.csv",
  "formula": "key=k_current at 0.9"
 },
 "specCurveThresholdMax": {
  "value": "0.9",
  "source": "results/resolver/spec_curve.csv",
  "formula": "max threshold"
 },
 "topNameTokens": {
  "value": "\\texttt{acquisition} (3.4\\%), \\texttt{share} (3.1\\%), \\texttt{expansion} (1.8\\%), \\texttt{stock} (1.7\\%), \\texttt{investment} (1.6\\%), \\texttt{merger} (1.3\\%), \\texttt{sale} (1.3\\%), \\texttt{development} (1.2\\%), \\texttt{strategic} (0.9\\%), \\texttt{capital} (0.8\\%)",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "top-10 tokens, pct of token-keyed projects"
 },
 "topNameTokensProjectsPct": {
  "value": "17.2",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "sum of pct_of_tokenkeyed_projects over the top 10"
 },
 "topNameToken": {
  "value": "acquisition",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "name_tok[0]"
 },
 "topNameTokenMentions": {
  "value": "40{,}407",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "mentions[0]"
 },
 "topNameTokenProjects": {
  "value": "2{,}256",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "projects[0]"
 },
 "maProjectsAmountOtherCounterparty": {
  "value": "1{,}630",
  "source": "results/resolver/composition.json",
  "formula": "amount_from_other_counterparty_ma[0]"
 },
 "maProjectsBothNamed": {
  "value": "12{,}372",
  "source": "results/resolver/composition.json",
  "formula": "amount_from_other_counterparty_ma[1]"
 },
 "maGeThreeNamesPct": {
  "value": "14.6",
  "source": "results/resolver/overmerge_by_type.csv",
  "formula": "pct_ge3_names where project_type=ma_integration"
 },
 "tenKmdnaShownMedianPct": {
  "value": "9.3",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_shown_p50"
 },
 "tenKmdnaLastOffsetMedianPct": {
  "value": "16",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_last_p50"
 },
 "tenKmdnaShownLtQuarterPct": {
  "value": "90.5",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_pct_shown_lt_25"
 },
 "ledgerSectionsOverBudget": {
  "value": "326{,}095",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_sections_over_9000_chars"
 },
 "callsOverBudget": {
  "value": "324{,}386",
  "source": "results/focus/stats_keys.json",
  "formula": "calls_over_9000_chars"
 },
 "mentionsFromShownLtQuarter": {
  "value": "193{,}416",
  "source": "results/focus/stats_keys.json",
  "formula": "mentions_from_sections_shown_lt_25"
 },
 "meanShownOverBudgetPct": {
  "value": "15.9",
  "source": "results/focus/stats_keys.json",
  "formula": "mean_shown_frac_over_budget"
 },
 "tenKmdnaMedianChars": {
  "value": "64{,}194",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_median_chars"
 },
 "messagesTruncated": {
  "value": "0",
  "source": "results/focus/stats_keys.json",
  "formula": "msg_truncated_14k"
 },
 "mentionsFromShownLtQuarterPct": {
  "value": "62.7",
  "source": "results/focus/stats_keys.json",
  "formula": "100*mentions_from_sections_shown_lt_25/mentions_total"
 },
 "ledgerSectionsOverBudgetPct": {
  "value": "29",
  "source": "results/focus/stats_keys.json",
  "formula": "100*over_9000/ledger_total"
 },
 "mentionsFromShownLtQuarterOneZeroKPct": {
  "value": "84",
  "source": "results/focus/focus_coverage_by_form.csv",
  "formula": "pct_mentions_from_lt25 where form=10-K"
 },
 "mentionsFromShownLtQuarterOneZeroQPct": {
  "value": "79",
  "source": "results/focus/focus_coverage_by_form.csv",
  "formula": "pct_mentions_from_lt25 where form=10-Q"
 },
 "mentionsFromShownLtQuarterEightKPct": {
  "value": "6",
  "source": "results/focus/focus_coverage_by_form.csv",
  "formula": "pct_mentions_from_lt25 where form=8-K"
 },
 "tenKmdnaShortSections": {
  "value": "169",
  "source": "results/focus/mdna_10k_short_by_year.csv",
  "formula": "sum(lt30_words)"
 },
 "tenKmdnaParsedSections": {
  "value": "29{,}088",
  "source": "results/focus/mdna_10k_short_by_year.csv",
  "formula": "sum(mdna_sections)"
 },
 "tenKmdnaShortPct": {
  "value": "0.6",
  "source": "results/focus/mdna_10k_short_by_year.csv",
  "formula": "100*sum(lt30)/sum(sections)"
 },
 "financingMentions": {
  "value": "22{,}412",
  "source": "results/fp_classes/summary.json",
  "formula": "mentions_matched[0]"
 },
 "financingMentionsPct": {
  "value": "7.3",
  "source": "results/fp_classes/summary.json",
  "formula": "mentions_matched[2]"
 },
 "financingProjectsAnyMention": {
  "value": "13{,}139",
  "source": "results/fp_classes/summary.json",
  "formula": "projects_matched_rep[1]"
 },
 "financingProjectsRep": {
  "value": "12{,}027",
  "source": "results/fp_classes/summary.json",
  "formula": "projects_matched_rep[0]"
 },
 "financingAmountTusd": {
  "value": "17.8",
  "source": "results/fp_classes/summary.json",
  "formula": "matched_amount_gusd[0]/1e3"
 },
 "mentionAmountTotalTusd": {
  "value": "104.2",
  "source": "results/fp_classes/summary.json",
  "formula": "matched_amount_gusd[1]/1e3"
 },
 "financingUnregisteredSalesPct": {
  "value": "54.5",
  "source": "results/fp_classes/summary.json",
  "formula": "100*unregistered_sales_matched[0]/[1]"
 },
 "financingMaIntegrationPct": {
  "value": "7.0",
  "source": "results/fp_classes/financing_regex_by_type.csv",
  "formula": "pct where project_type=ma_integration"
 },
 "financingCapexProgramPct": {
  "value": "52.6",
  "source": "results/fp_classes/financing_regex_by_type.csv",
  "formula": "pct where project_type=capex_program"
 },
 "financingCostReductionPct": {
  "value": "16.4",
  "source": "results/fp_classes/financing_regex_by_type.csv",
  "formula": "pct where project_type=cost_reduction"
 },
 "financingOneZeroKPct": {
  "value": "0.8",
  "source": "results/fp_classes/financing_regex_by_form.csv",
  "formula": "pct where form_type=10-K"
 },
 "financingOneZeroQPct": {
  "value": "4.9",
  "source": "results/fp_classes/financing_regex_by_form.csv",
  "formula": "pct where form_type=10-Q"
 },
 "financingEightKPct": {
  "value": "19.2",
  "source": "results/fp_classes/financing_regex_by_form.csv",
  "formula": "pct where form_type=8-K"
 },
 "itemTwoCollisionSections": {
  "value": "1{,}001",
  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision[3] (unreg_gt_3000)"
 },
 "itemTwoCollisionSwapCandidates": {
  "value": "296",
  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision[7]"
 },
 "pTypeGivenItemMaIntegrationItemTwoZeroOne": {
  "value": "91.1",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item ma_integration Item 2.01"
 },
 "pItemGivenTypeMaIntegrationItemTwoZeroOne": {
  "value": "13.1",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type ma_integration Item 2.01"
 },
 "liftMaIntegrationItemTwoZeroOne": {
  "value": "10",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift ma_integration Item 2.01"
 },
 "pTypeGivenItemMaIntegrationItemTwoZeroOneorOneZeroOne": {
  "value": "35.6",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item ma_integration Item 2.01 or 1.01"
 },
 "pItemGivenTypeMaIntegrationItemTwoZeroOneorOneZeroOne": {
  "value": "46.7",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type ma_integration Item 2.01 or 1.01"
 },
 "liftMaIntegrationItemTwoZeroOneorOneZeroOne": {
  "value": "4",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift ma_integration Item 2.01 or 1.01"
 },
 "pTypeGivenItemMaIntegrationItemOneZeroOne": {
  "value": "31.8",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item ma_integration Item 1.01"
 },
 "pItemGivenTypeMaIntegrationItemOneZeroOne": {
  "value": "39.2",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type ma_integration Item 1.01"
 },
 "liftMaIntegrationItemOneZeroOne": {
  "value": "3",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift ma_integration Item 1.01"
 },
 "pTypeGivenItemCostReductionItemTwoZeroFive": {
  "value": "70.9",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item cost_reduction Item 2.05"
 },
 "pItemGivenTypeCostReductionItemTwoZeroFive": {
  "value": "39.2",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type cost_reduction Item 2.05"
 },
 "liftCostReductionItemTwoZeroFive": {
  "value": "92",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift cost_reduction Item 2.05"
 },
 "pTypeGivenItemPartnershipItemOneZeroOne": {
  "value": "4.0",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item partnership Item 1.01"
 },
 "pItemGivenTypePartnershipItemOneZeroOne": {
  "value": "42.1",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type partnership Item 1.01"
 },
 "liftPartnershipItemOneZeroOne": {
  "value": "4",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift partnership Item 1.01"
 },
 "pTypeGivenItemCapexTypeItemOneZeroOne": {
  "value": "13.2",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item capex-type Item 1.01"
 },
 "pItemGivenTypeCapexTypeItemOneZeroOne": {
  "value": "46.8",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type capex-type Item 1.01"
 },
 "liftCapexTypeItemOneZeroOne": {
  "value": "4",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift capex-type Item 1.01"
 },
 "pTypeGivenItemMaIntegrationItemEightZeroOnecontrol": {
  "value": "19.9",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item ma_integration Item 8.01 (control)"
 },
 "pItemGivenTypeMaIntegrationItemEightZeroOnecontrol": {
  "value": "48.7",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type ma_integration Item 8.01 (control)"
 },
 "liftMaIntegrationItemEightZeroOnecontrol": {
  "value": "2",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift ma_integration Item 8.01 (control)"
 },
 "pTypeGivenItemMaIntegrationItemFiveZeroTwocontrol": {
  "value": "3.1",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item ma_integration Item 5.02 (control)"
 },
 "pItemGivenTypeMaIntegrationItemFiveZeroTwocontrol": {
  "value": "5.9",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type ma_integration Item 5.02 (control)"
 },
 "liftMaIntegrationItemFiveZeroTwocontrol": {
  "value": "0",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift ma_integration Item 5.02 (control)"
 },
 "pTypeGivenItemCostReductionItemEightZeroOnecontrol": {
  "value": "1.5",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item cost_reduction Item 8.01 (control)"
 },
 "pItemGivenTypeCostReductionItemEightZeroOnecontrol": {
  "value": "45.1",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type cost_reduction Item 8.01 (control)"
 },
 "liftCostReductionItemEightZeroOnecontrol": {
  "value": "2",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift cost_reduction Item 8.01 (control)"
 },
 "pTypeGivenItemMaIntegrationItemTwoZeroThreecontrol": {
  "value": "21.0",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item ma_integration Item 2.03 (control)"
 },
 "pItemGivenTypeMaIntegrationItemTwoZeroThreecontrol": {
  "value": "12.4",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type ma_integration Item 2.03 (control)"
 },
 "liftMaIntegrationItemTwoZeroThreecontrol": {
  "value": "2",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift ma_integration Item 2.03 (control)"
 },
 "pTypeGivenItemPartnershipItemEightZeroOnecontrol": {
  "value": "1.7",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_type_given_item partnership Item 8.01 (control)"
 },
 "pItemGivenTypePartnershipItemEightZeroOnecontrol": {
  "value": "34.9",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type partnership Item 8.01 (control)"
 },
 "liftPartnershipItemEightZeroOnecontrol": {
  "value": "2",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift partnership Item 8.01 (control)"
 },
 "cohortIssuers": {
  "value": "1{,}389",
  "source": "results/timeseries/summary.json",
  "formula": "cohort_issuers"
 },
 "cohortMentionsPerIssuerFirst": {
  "value": "9.6",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort mentions per issuer 2011"
 },
 "cohortMentionsPerIssuerLast": {
  "value": "8.8",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort mentions per issuer 2025"
 },
 "cohortFirstSeenPerIssuerFirst": {
  "value": "4.7",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort first seen per issuer 2011"
 },
 "cohortFirstSeenPerIssuerLast": {
  "value": "2.8",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort first seen per issuer 2025"
 },
 "cohortFirstSeenFirst": {
  "value": "6{,}533",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort first seen 2011"
 },
 "cohortFirstSeenLast": {
  "value": "3{,}926",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort first seen 2025"
 },
 "episodesKThree": {
  "value": "131{,}823",
  "source": "results/timeseries/summary.json",
  "formula": "episodes_k3_total"
 },
 "episodesKFive": {
  "value": "126{,}318",
  "source": "results/timeseries/summary.json",
  "formula": "episodes_k5_total"
 },
 "newProjectsPerIssuerFilingFirstYear": {
  "value": "5.6",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "first seen / issuers filing, first year"
 },
 "newProjectsPerIssuerFilingLastFullYear": {
  "value": "3.3",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "first seen / issuers filing, 2025"
 },
 "newProjectsPerIssuerFirstYear": {
  "value": "6.4",
  "source": "data/projects_by_first_seen_year.csv, mentions_by_year.csv",
  "formula": "first seen / issuers with mentions"
 },
 "newProjectsPerIssuerLastFullYear": {
  "value": "3.5",
  "source": "data/projects_by_first_seen_year.csv, mentions_by_year.csv",
  "formula": "first seen / issuers with mentions"
 },
 "focusRecallRecoveredPct": {
  "value": "26.2",
  "source": "results/rules/focus_recall_loss_overall.csv",
  "formula": "100 - pct_lost"
 },
 "focusRecallRecoveredOneZeroKPct": {
  "value": "25.0",
  "source": "results/rules/focus_recall_loss.csv",
  "formula": "sum(rules_focused)/sum(rules_full) where form=10-K"
 },
 "focusRecallRecoveredOneZeroQPct": {
  "value": "24.9",
  "source": "results/rules/focus_recall_loss.csv",
  "formula": "sum(rules_focused)/sum(rules_full) where form=10-Q"
 },
 "focusRecallRecoveredEightKPct": {
  "value": "84.2",
  "source": "results/rules/focus_recall_loss.csv",
  "formula": "sum(rules_focused)/sum(rules_full) where form=8-K"
 },
 "rulesGivenLlmPct": {
  "value": "85.7",
  "source": "results/rules/agreement_overall.csv",
  "formula": "p_rules_given_llm"
 },
 "llmGivenRulesPct": {
  "value": "32.5",
  "source": "results/rules/agreement_overall.csv",
  "formula": "p_llm_given_rules_weighted"
 },
 "rulesLlmAgreementPct": {
  "value": "71.2",
  "source": "results/rules/agreement_overall.csv",
  "formula": "agreement_pct_w"
 },
 "rulesLlmTypeOverlapPct": {
  "value": "84.6",
  "source": "results/rules/agreement_overall.csv",
  "formula": "type_overlap_pct_codetected"
 },
 "rulesSampleN": {
  "value": "60{,}000",
  "source": "results/rules/agreement_overall.csv",
  "formula": "n_sampled"
 },
 "callsTotal": {
  "value": "703{,}725",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "calls"
 },
 "gatePassSections": {
  "value": "703{,}737",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "gate_pass"
 },
 "gateRejectedSections": {
  "value": "419{,}361",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "gate_rejected_zero"
 },
 "ledgerUnderThirtyWords": {
  "value": "1{,}070",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "lt30_words"
 },
 "usdPerCall": {
  "value": "0.0013",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "usd_per_call_paper_total_775"
 },
 "octoberCalls": {
  "value": "608{,}439",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "october_calls"
 },
 "octoberRows": {
  "value": "968{,}134",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "october_rows"
 },
 "octoberWallClockHours": {
  "value": "13.7",
  "source": "results/ledger/throughput.json",
  "formula": "wall_clock_hours_first_to_last_flush"
 },
 "outageHours": {
  "value": "5.3",
  "source": "results/ledger/throughput.json",
  "formula": "largest_gap_hours"
 },
 "octoberEffectiveHours": {
  "value": "8.4",
  "source": "results/ledger/throughput.json",
  "formula": "effective_hours_excluding_largest_gap"
 },
 "octoberRowsPerSecondEffective": {
  "value": "31.9",
  "source": "results/ledger/throughput.json",
  "formula": "rows_per_second_effective"
 },
 "octoberRowsPerSecondWallClock": {
  "value": "19.7",
  "source": "results/ledger/throughput.json",
  "formula": "rows_per_second_wall"
 },
 "octoberCallsPerSecondEffective": {
  "value": "20.1",
  "source": "results/ledger/throughput.json",
  "formula": "calls_per_second_effective"
 },
 "octoberFirstFlush": {
  "value": "2026-10-27 21:35",
  "source": "results/ledger/throughput.json",
  "formula": "october_first_flush"
 },
 "octoberLastFlush": {
  "value": "2026-10-28 11:15",
  "source": "results/ledger/throughput.json",
  "formula": "october_last_flush"
 },
 "paperRateImpliedByTwelveHours": {
  "value": "22.4",
  "source": "results/ledger/throughput.json",
  "formula": "paper_rate_implied_by_12h"
 },
 "backfilledRows": {
  "value": "154{,}964",
  "source": "stats.json:backfilled_rows",
  "formula": "export_stats.py"
 },
 "juneLogSections": {
  "value": "153{,}894",
  "source": "results/ledger/backfill_block.json",
  "formula": "june_log_sections"
 },
 "backfilledUnderThirtyWords": {
  "value": "1{,}070",
  "source": "results/ledger/backfill_block.json",
  "formula": "block_lt30_words"
 },
 "backfilledMentions": {
  "value": "39{,}930",
  "source": "stats.json:backfilled_mentions",
  "formula": "export_stats.py"
 },
 "backfilledCiks": {
  "value": "500",
  "source": "results/ledger/backfill_block.json",
  "formula": "block_ciks"
 },
 "backfilledGateFail": {
  "value": "59{,}666",
  "source": "results/ledger/backfill_block.json",
  "formula": "block_gate_fail"
 },
 "outageWindowStart": {
  "value": "2026-10-28 01:10",
  "source": "results/ledger/backfill_block.json",
  "formula": "outage_window[0]"
 },
 "outageWindowEnd": {
  "value": "2026-10-28 06:22",
  "source": "results/ledger/backfill_block.json",
  "formula": "outage_window[1]"
 },
 "llmCallFailedTotal": {
  "value": "94{,}609",
  "source": "results/ledger/log_summary.json:october",
  "formula": "llm_call_failed_total"
 },
 "llmCallFailedInsideOutage": {
  "value": "94{,}467",
  "source": "results/ledger/log_summary.json:october",
  "formula": "llm_call_failed_inside_window"
 },
 "llmCallFailedOutsideOutage": {
  "value": "14",
  "source": "results/ledger/log_summary.json:october",
  "formula": "silent_empty_results_outside_outage"
 },
 "llmRetryableTailLines": {
  "value": "128",
  "source": "results/ledger/log_summary.json:october.outside_window_by_reason",
  "formula": "retryable_http_429_5xx"
 },
 "llmRetryableInsideWindow": {
  "value": "94{,}465",
  "source": "results/ledger/log_summary.json:october",
  "formula": "llm_call_failed_by_reason.retryable_http_429_5xx - outside_window_by_reason.retryable_http_429_5xx (lines inside the 01:10-06:22 window)"
 },
 "llmFailedJsonDecodeError": {
  "value": "14",
  "source": "results/ledger/log_summary.json:october.llm_call_failed_by_reason",
  "formula": "json_decode_error"
 },
 "llmFailedRetryableHttpFourTwoNineFivexx": {
  "value": "94{,}593",
  "source": "results/ledger/log_summary.json:october.llm_call_failed_by_reason",
  "formula": "retryable_http_429_5xx"
 },
 "llmFailedConnectionError": {
  "value": "2",
  "source": "results/ledger/log_summary.json:october.llm_call_failed_by_reason",
  "formula": "connection_error"
 },
 "outageLogWindowStart": {
  "value": "2026-10-28 01:10",
  "source": "results/ledger/log_summary.json",
  "formula": "outage_window_from_log[0]"
 },
 "outageLogWindowEnd": {
  "value": "2026-10-28 06:22",
  "source": "results/ledger/log_summary.json",
  "formula": "outage_window_from_log[1]"
 },
 "outageRowsRemoved": {
  "value": "149{,}352",
  "source": "results/ledger/log_summary.json:october.outage_rows_reconciliation",
  "formula": "difference"
 },
 "juneLlmCallFailed": {
  "value": "3",
  "source": "results/ledger/log_summary.json:june",
  "formula": "llm_call_failed_total"
 },
 "collisionSections": {
  "value": "304",
  "source": "results/ledger/collisions.json",
  "formula": "sections_ledger_gt_stored"
 },
 "collisionMentions": {
  "value": "412",
  "source": "results/ledger/collisions.json",
  "formula": "excess_mentions"
 },
 "projectsKeyedGeneral": {
  "value": "229",
  "source": "results/resolver/composition.json",
  "formula": "projects_by_key_branch[general]"
 },
 "mentionsKeyedGeneral": {
  "value": "2{,}152",
  "source": "results/resolver/composition.json",
  "formula": "mentions_keyed_general"
 },
 "projectsKeyedNameToken": {
  "value": "66{,}405",
  "source": "results/resolver/composition.json",
  "formula": "projects_by_key_branch[name_token]"
 },
 "projectsKeyedNameTokenPct": {
  "value": "54.8",
  "source": "results/resolver/composition.json",
  "formula": "100*projects_by_key_branch[name_token]/projects"
 },
 "projectsKeyedLocation": {
  "value": "54{,}658",
  "source": "results/resolver/composition.json",
  "formula": "projects_by_key_branch[location]"
 },
 "projectsKeyedLocationPct": {
  "value": "45.1",
  "source": "results/resolver/composition.json",
  "formula": "100*projects_by_key_branch[location]/projects"
 },
 "projectsKeyedGeneralPct": {
  "value": "0.2",
  "source": "results/resolver/composition.json",
  "formula": "100*projects_by_key_branch[general]/projects"
 },
 "projectsTieMaxConfidence": {
  "value": "33{,}820",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "projects_with_tie_at_max_confidence"
 },
 "projectsTieDistinctNames": {
  "value": "20{,}118",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "projects_with_tie_and_distinct_names"
 },
 "projectsStatusTie": {
  "value": "972",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "projects_with_status_tie_on_last_seen"
 },
 "mentionsAtConfidenceOne": {
  "value": "108{,}023",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "mentions_at_confidence_1"
 },
 "rebuiltNamesDiffer": {
  "value": "394",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "rebuilt_vs_stored_diff[0]"
 },
 "rebuiltDescriptionsDiffer": {
  "value": "600",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "rebuilt_vs_stored_diff[2]"
 },
 "annotationFrameProductive": {
  "value": "1{,}677",
  "source": "results/annotation_frame/design.json",
  "formula": "n_productive"
 },
 "annotationFrameZero": {
  "value": "385",
  "source": "results/annotation_frame/design.json",
  "formula": "n_zero"
 },
 "annotationStrata": {
  "value": "192",
  "source": "results/annotation_frame/design.json",
  "formula": "n_strata_productive"
 },
 "annotationHalfWidthPrecision": {
  "value": "4.4",
  "source": "results/annotation_frame/design.json",
  "formula": "half_width_95_precision_p0.5"
 },
 "annotationMdeGateRecall": {
  "value": "7.8",
  "source": "results/annotation_frame/design.json",
  "formula": "mde_gate_recall_diff_at_p0.05"
 },
 "annotationCoreProductive": {
  "value": "510",
  "source": "results/annotation_frame/design.json",
  "formula": "core_subsample.productive"
 },
 "annotationDev": {
  "value": "1{,}058",
  "source": "results/annotation_frame/design.json",
  "formula": "split.dev"
 },
 "annotationHoldout": {
  "value": "1{,}004",
  "source": "results/annotation_frame/design.json",
  "formula": "split.holdout"
 },
 "fullBodyFilings": {
  "value": "1{,}230",
  "source": "results/runs/segmenters.json",
  "formula": "full_body_rows[1]"
 },
 "legacyRows": {
  "value": "27{,}164",
  "source": "results/runs/segmenters.json",
  "formula": "legacy_rows"
 },
 "legacyAccessions": {
  "value": "7{,}368",
  "source": "results/runs/segmenters.json",
  "formula": "legacy_accessions"
 },
 "fiscalYearNullMentions": {
  "value": "68{,}827",
  "source": "stats.json:fiscal_year_null_mentions",
  "formula": "count(fiscal_year is null)"
 },
 "outageLargestGapStart": {
  "value": "01:25",
  "source": "results/ledger/throughput.json",
  "formula": "largest_gaps_seconds[-1][1] hh:mm"
 },
 "outageLargestGapEnd": {
  "value": "06:40",
  "source": "results/ledger/throughput.json",
  "formula": "largest_gaps_seconds[-1][2] hh:mm"
 },
 "outageZeroBatchRange": {
  "value": "47--60",
  "source": "results/ledger/log_summary.json:october.anomalous_batches",
  "formula": "min--max batch id with 0 mentions inside the log window"
 },
 "outageZeroBatchWindow": {
  "value": "01:44--06:05",
  "source": "results/ledger/log_summary.json:october.anomalous_batches",
  "formula": "first--last timestamp"
 },
 "resumeBatchMentions": {
  "value": "34",
  "source": "results/ledger/log_summary.json:october.resume_batch1.log_mentions",
  "formula": "log"
 },
 "resumeBatchLedgerMentions": {
  "value": "30",
  "source": "results/ledger/log_summary.json:october.resume_batch1.ledger_mentions",
  "formula": "ledger (sum of resume_batch1_vs_expected.csv:mentions)"
 },
 "resumeBatchLedgerRows": {
  "value": "4{,}769",
  "source": "results/ledger/log_summary.json:october.resume_batch1.ledger_rows",
  "formula": "ledger rows of the batch"
 },
 "resumeBatchWindow": {
  "value": "06:38--06:40",
  "source": "results/ledger/log_summary.json:october.resume_batch1.window",
  "formula": "hh:mm"
 },
 "logExtractionCompleteSum": {
  "value": "1{,}117{,}479",
  "source": "results/ledger/log_summary.json:october.outage_rows_reconciliation",
  "formula": "extraction_complete_sum_sections"
 },
 "logPendingSecondStart": {
  "value": "968{,}127",
  "source": "results/ledger/log_summary.json:october.outage_rows_reconciliation",
  "formula": "pending_at_second_start"
 },
 "jsonFailBeforeOutage": {
  "value": "nine",
  "source": "results/ledger/log_summary.json:october.outside_window_list",
  "formula": "json_decode_error lines before the window"
 },
 "jsonFailAfterOutage": {
  "value": "five",
  "source": "results/ledger/log_summary.json:october.outside_window_list",
  "formula": "json_decode_error lines after the window"
 },
 "workers": {
  "value": "48",
  "source": "results/ledger/log_summary.json:october.workers_values",
  "formula": "max"
 },
 "outageSurvivingRows": {
  "value": "504",
  "source": "results/ledger/backfill_block.json",
  "formula": "rows_in_outage_window[0]"
 },
 "outageSurvivingMentions": {
  "value": "1{,}011",
  "source": "results/ledger/backfill_block.json",
  "formula": "rows_in_outage_window[1]"
 },
 "outageSurvivingProductive": {
  "value": "504",
  "source": "results/ledger/outage_window_rows_check.json",
  "formula": "rows_with_mentions (read-only re-derivation, Stage F)"
 },
 "outageSurvivingZeroRows": {
  "value": "0",
  "source": "results/ledger/outage_window_rows_check.json",
  "formula": "rows_zero_mentions"
 },
 "backfillTimestamp": {
  "value": "October~27, 2026, 13:12",
  "source": "results/ledger/backfill_block.json:min_extracted_at",
  "formula": "date, hh:mm"
 },
 "resumeBatchExpectedProductive": {
  "value": "536",
  "source": "results/ledger/resume_batch1_vs_expected.csv",
  "formula": "sum(expected_with_mentions), rounded"
 },
 "resumeBatchZeroSharePct": {
  "value": "99.2",
  "source": "results/ledger/flush_zero_groups_after_0622.csv",
  "formula": "zero_pct_among_calls of the first minute bin"
 },
 "juneCalls": {
  "value": "95{,}286",
  "source": "results/ledger/gate_pass_by_run.csv",
  "formula": "calls where run=backfilled_june"
 },
 "juneProductiveShareCalls": {
  "value": "25.6",
  "source": "results/ledger/gate_pass_by_run.csv",
  "formula": "productive_pct_calls where run=backfilled_june"
 },
 "octoberProductiveShareCalls": {
  "value": "23.6",
  "source": "results/ledger/gate_pass_by_run.csv",
  "formula": "productive_pct_calls where run=october"
 },
 "gateRejectedPct": {
  "value": "37.3",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "100*gate_rejected_zero/ledger_rows"
 },
 "usdPerOctoberRow": {
  "value": "0.0008",
  "source": "results/ledger/gate_pass_totals.json",
  "formula": "usd_per_october_row_paper_total_775"
 },
 "callsBothRuns": {
  "value": "703{,}725",
  "source": "results/ledger/gate_pass_by_run.csv",
  "formula": "sum(calls) over the two runs"
 },
 "usdPerCallBothRuns": {
  "value": "0.0011",
  "source": "results/ledger/gate_pass_by_run.csv, data/documented_inputs.json:total_cost_usd",
  "formula": "total_cost_usd / sum(calls) over both runs (alternative basis, author to confirm)"
 },
 "confExactDefault": {
  "value": "3{,}278",
  "source": "results/ledger/code_vs_data_checks.json",
  "formula": "confidence_exact_0600_total"
 },
 "confExactDefaultOctober": {
  "value": "2{,}974",
  "source": "results/ledger/code_vs_data_checks.json",
  "formula": "confidence_exact_0600_by_run[october]"
 },
 "confExactDefaultJune": {
  "value": "304",
  "source": "results/ledger/code_vs_data_checks.json",
  "formula": "confidence_exact_0600_by_run[backfilled_june]"
 },
 "ledgerBackendValue": {
  "value": "llm",
  "source": "results/ledger/code_vs_data_checks.json",
  "formula": "distinct_backend_ledger"
 },
 "amountNegative": {
  "value": "24",
  "source": "results/grounding/amount_tail.json",
  "formula": "lt_0"
 },
 "amountZero": {
  "value": "584",
  "source": "results/grounding/amount_tail.json",
  "formula": "eq_0"
 },
 "amountMaxSci": {
  "value": "1.0 \\times 10^{12}",
  "source": "results/grounding/amount_tail.json:max_amount",
  "formula": "mantissa x 10^exponent (math mode)"
 },
 "amountGeFiftyBMentions": {
  "value": "161",
  "source": "results/grounding/amount_tail.json",
  "formula": "ge_50e9"
 },
 "amountGeFiftyBProjects": {
  "value": "104",
  "source": "results/grounding/amount_tail.json",
  "formula": "projects_max_amount_ge_50e9"
 },
 "amountTopNumberFound": {
  "value": "191",
  "source": "results/grounding/amount_tail.json",
  "formula": "top200_grounded_number[0]"
 },
 "amountTopCurrencyFound": {
  "value": "178",
  "source": "results/grounding/amount_tail.json",
  "formula": "top200_grounded_number[1]"
 },
 "amountTopN": {
  "value": "200",
  "source": "results/grounding/amount_tail.json",
  "formula": "top200_grounded_number[2]"
 },
 "amountNonUsdTokenN": {
  "value": "1{,}837",
  "source": "results/grounding/amount_tail.json",
  "formula": "nonusd_within_40_share[0]"
 },
 "amountLocatedN": {
  "value": "112{,}692",
  "source": "results/grounding/amount_tail.json",
  "formula": "nonusd_within_40_share[1]"
 },
 "amountNonUsdTokenPct": {
  "value": "1.6",
  "source": "results/grounding/amount_tail.json",
  "formula": "100*[0]/[1]"
 },
 "groundBootstrapReps": {
  "value": "1{,}000",
  "source": "code/audit/a02_grounding.py",
  "formula": "bootstrap replicates (B) of the grounding audit"
 },
 "groundYearsPct": {
  "value": "99.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/years grounded_share"
 },
 "groundPartnersPct": {
  "value": "99.4",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/partners grounded_share"
 },
 "groundAmountNumberPct": {
  "value": "93.7",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/amount_number grounded_share"
 },
 "groundAmountCurrencyPct": {
  "value": "80.5",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/amount_with_currency grounded_share"
 },
 "groundLocationsPct": {
  "value": "78.3",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/locations grounded_share"
 },
 "groundTechPct": {
  "value": "63.6",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/technologies grounded_share"
 },
 "groundYearsCiLow": {
  "value": "99.7",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/years ci_low"
 },
 "groundYearsCiHigh": {
  "value": "99.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "all/years ci_high"
 },
 "groundLocationsTenK": {
  "value": "85.7",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "form/locations/10-K"
 },
 "groundLocationsTenQ": {
  "value": "82.1",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "form/locations/10-Q"
 },
 "groundLocationsEightK": {
  "value": "67.8",
  "source": "results/grounding/grounding_by_group.csv",
  "formula": "form/locations/8-K"
 },
 "groundElemPartners": {
  "value": "99.6",
  "source": "results/grounding/grounding_element_level.csv",
  "formula": "partners"
 },
 "groundElemLocations": {
  "value": "84.2",
  "source": "results/grounding/grounding_element_level.csv",
  "formula": "locations"
 },
 "groundElemTech": {
  "value": "70.6",
  "source": "results/grounding/grounding_element_level.csv",
  "formula": "technologies"
 },
 "groundElemYears": {
  "value": "99.7",
  "source": "results/grounding/grounding_element_level.csv",
  "formula": "years"
 },
 "groundAllPct": {
  "value": "88.2",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "all"
 },
 "groundAllN": {
  "value": "276{,}168",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "all n_with_fields"
 },
 "groundAllTenK": {
  "value": "92.2",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "10-K"
 },
 "groundAllTenQ": {
  "value": "92.4",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "10-Q"
 },
 "groundAllEightK": {
  "value": "76.6",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "8-K"
 },
 "groundAllJune": {
  "value": "84.5",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "backfilled_june"
 },
 "groundAllOctober": {
  "value": "88.7",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "october"
 },
 "groundAllTopBin": {
  "value": "86.4",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "bin 0.9-1.0"
 },
 "groundAllLowerBinsRange": {
  "value": "90.7--94.2",
  "source": "results/grounding/grounding_all_structured.csv",
  "formula": "min--max over bins 0.45-0.6..0.8-0.9"
 },
 "yearsAbsentFromText": {
  "value": "604",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "years_not_subset_of_text"
 },
 "typeSignalMaPct": {
  "value": "79.8",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "type_signal_in_name_desc_by_type ma_integration"
 },
 "typeSignalTechDeployPct": {
  "value": "5.4",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "type_signal_in_name_desc_by_type technology_deployment"
 },
 "techRegexEqualPct": {
  "value": "46",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "100*techs_eq_regex_desc/techs_nonempty"
 },
 "techDeployMentionedN": {
  "value": "124",
  "source": "results/grounding/fallback_bounds.json",
  "formula": "tech_deploy_total[1]"
 },
 "mentionsKeyedLocation": {
  "value": "118{,}783",
  "source": "results/resolver/composition.json",
  "formula": "mentions_by_key_branch[location]"
 },
 "mentionsKeyedNameToken": {
  "value": "187{,}212",
  "source": "results/resolver/composition.json",
  "formula": "mentions_by_key_branch[name_token]"
 },
 "mentionsKeyedNameTokenPct": {
  "value": "60.8",
  "source": "results/resolver/composition.json",
  "formula": "100*name_token/mentions"
 },
 "mentionsKeyedLocationPct": {
  "value": "38.6",
  "source": "results/resolver/composition.json",
  "formula": "100*location/mentions"
 },
 "locationKeysCountry": {
  "value": "8{,}126",
  "source": "results/resolver/composition.json",
  "formula": "location_keyed_projects_by_geo_kind[country]"
 },
 "locationKeysUsState": {
  "value": "6{,}110",
  "source": "results/resolver/composition.json",
  "formula": "location_keyed_projects_by_geo_kind[us_state]"
 },
 "locationKeysCountryStatePct": {
  "value": "26",
  "source": "results/resolver/composition.json",
  "formula": "100*(country+us_state)/location-keyed projects"
 },
 "maAmountOtherCounterpartyN": {
  "value": "1{,}630",
  "source": "results/resolver/composition.json",
  "formula": "amount_from_other_counterparty_ma[0]"
 },
 "maAmountOtherCounterpartyDenom": {
  "value": "12{,}372",
  "source": "results/resolver/composition.json",
  "formula": "amount_from_other_counterparty_ma[1]"
 },
 "amountOtherCounterpartyN": {
  "value": "2{,}347",
  "source": "results/resolver/composition.json",
  "formula": "amount_from_other_counterparty[0]"
 },
 "amountOtherCounterpartyDenom": {
  "value": "21{,}908",
  "source": "results/resolver/composition.json",
  "formula": "amount_from_other_counterparty[1]"
 },
 "topTokenMentions": {
  "value": "40{,}407",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "mentions of the top token"
 },
 "topTokenProjects": {
  "value": "2{,}256",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "projects of the top token"
 },
 "topTokenSharePct": {
  "value": "21.4",
  "source": "results/resolver/top_name_tokens.csv",
  "formula": "pct_of_tokenkeyed_mentions of the top token"
 },
 "locationKeyUnitedStatesProjects": {
  "value": "2{,}551",
  "source": "results/resolver/top_location_keys.csv",
  "formula": "projects where loc1=united states"
 },
 "projectsKeyCikType": {
  "value": "21{,}027",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_cik_type at 0.45"
 },
 "projectsKeyTypeDropped": {
  "value": "96{,}749",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_type_dropped at 0.45"
 },
 "projectsKeyNameOnly": {
  "value": "114{,}244",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_name_only at 0.45"
 },
 "projectsKeyCityNorm": {
  "value": "123{,}246",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_city_normalised at 0.45"
 },
 "projectsKeyStopwords": {
  "value": "130{,}101",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_current_stopwords at 0.45"
 },
 "projectsKeyTwoTokens": {
  "value": "145{,}697",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_two_tokens at 0.45"
 },
 "projectsKeyStrict": {
  "value": "198{,}488",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_strict at 0.45"
 },
 "projectsKeyMentionLevel": {
  "value": "308{,}065",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_mention_level at 0.45"
 },
 "projectsCurrentKeyAtNine": {
  "value": "83{,}483",
  "source": "results/resolver/spec_curve.csv",
  "formula": "projects k_current at 0.9"
 },
 "singleMentionShareStrict": {
  "value": "75.8",
  "source": "results/resolver/spec_curve.csv",
  "formula": "single_mention_pct k_strict at 0.45"
 },
 "singleMentionShareCikType": {
  "value": "20.7",
  "source": "results/resolver/spec_curve.csv",
  "formula": "single_mention_pct k_cik_type at 0.45"
 },
 "chenierClusterCurrent": {
  "value": "8",
  "source": "results/resolver/spec_curve.csv",
  "formula": "example_cluster_size_cheniere k_current at 0.45"
 },
 "chenierClusterStrict": {
  "value": "1",
  "source": "results/resolver/spec_curve.csv",
  "formula": "example_cluster_size_cheniere k_strict at 0.45"
 },
 "chenierClusterNameOnly": {
  "value": "40",
  "source": "results/resolver/spec_curve.csv",
  "formula": "example_cluster_size_cheniere k_name_only at 0.45"
 },
 "chenierClusterCikType": {
  "value": "176",
  "source": "results/resolver/spec_curve.csv",
  "formula": "example_cluster_size_cheniere k_cik_type at 0.45"
 },
 "maGeThreeNamesOverTenPct": {
  "value": "91.7",
  "source": "results/resolver/overmerge_ma_by_bucket.csv",
  "formula": "pct_ge3_names bucket >10"
 },
 "maGeThreePartnersPct": {
  "value": "10.9",
  "source": "results/resolver/overmerge_by_type.csv",
  "formula": "ma_integration pct_ge3_partners_among_with_partner"
 },
 "projectsTieDistinctDescriptions": {
  "value": "29{,}954",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "projects_with_tie_and_distinct_descriptions"
 },
 "rebuiltNameDiff": {
  "value": "394",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "rebuilt_vs_stored_diff[0]"
 },
 "rebuiltDescDiff": {
  "value": "600",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "rebuilt_vs_stored_diff[2]"
 },
 "tiebreakNameDiff": {
  "value": "11{,}484",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "deterministic_vs_stored_diff[0]"
 },
 "tiebreakStatusDiff": {
  "value": "503",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "deterministic_vs_stored_diff[1]"
 },
 "tiebreakDescDiff": {
  "value": "18{,}256",
  "source": "results/resolver/ties_idempotence.json",
  "formula": "deterministic_vs_stored_diff[2]"
 },
 "juneProjects": {
  "value": "19{,}227",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "projects_from_backfilled_block_only"
 },
 "spMentions": {
  "value": "70{,}367",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_mentions_total"
 },
 "spProjects": {
  "value": "27{,}766",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_projects_total"
 },
 "spProjectsJuneOnly": {
  "value": "15{,}910",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_projects_by_run_composition[june only]"
 },
 "spProjectsBothRuns": {
  "value": "3{,}317",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_projects_by_run_composition[both runs]"
 },
 "spProjectsOctoberOnly": {
  "value": "8{,}539",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_projects_by_run_composition[october only]"
 },
 "octoberSpTenQSections": {
  "value": "116{,}231",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_october_ledger_by_form 10-Q sections"
 },
 "octoberSpTenQFilings": {
  "value": "19{,}399",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_october_ledger_by_form 10-Q filings"
 },
 "octoberSpTenQMentions": {
  "value": "28{,}963",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_mentions_by_run_form october 10-Q"
 },
 "octoberSpTenKMentions": {
  "value": "910",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_mentions_by_run_form october 10-K"
 },
 "octoberSpEightKMentions": {
  "value": "564",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_mentions_by_run_form october 8-K"
 },
 "juneTenQMentions": {
  "value": "5{,}817",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "sp500_mentions_by_run_form backfilled_june 10-Q"
 },
 "juneTenQFilings": {
  "value": "3{,}710",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "june_10q_accessions_in_block_ledger"
 },
 "juneTenQSections": {
  "value": "23{,}873",
  "source": "results/resolver/june_october_reconciliation.json",
  "formula": "ledger_block_accessions_by_form 10-Q sections"
 },
 "repoCommits": {
  "value": "six",
  "source": "results/runs/git_evidence.md",
  "formula": "number of commit lines"
 },
 "extractorMtimeDate": {
  "value": "June~17, 2026",
  "source": "results/runs/git_evidence.md",
  "formula": "mtime of extract/llm.py"
 },
 "diffStoreLines": {
  "value": "$+3/-1$",
  "source": "results/runs/git_diff_df7905d_2324b58.patch",
  "formula": "added/removed lines of the store.py hunks"
 },
 "diffParserLines": {
  "value": "$+13/-7$",
  "source": "results/runs/git_diff_0304133_2324b58.patch",
  "formula": "added/removed lines of the filing_parser hunks"
 },
 "legacyTenKRows": {
  "value": "27{,}164",
  "source": "results/runs/segmenters.json",
  "formula": "legacy_rows"
 },
 "legacyTenKFilings": {
  "value": "7{,}368",
  "source": "results/runs/segmenters.json",
  "formula": "legacy_accessions"
 },
 "segPairs": {
  "value": "25{,}673",
  "source": "results/runs/segmenters.json",
  "formula": "legacy_rows_matched_by_item"
 },
 "fullBodyMedianWords": {
  "value": "44{,}514",
  "source": "results/runs/segmenters.json",
  "formula": "full_body_rows[2]"
 },
 "fullBodyWithParsedItems": {
  "value": "1{,}117",
  "source": "results/runs/segmenters.json",
  "formula": "full_body_accessions_parsed_items_available[0]"
 },
 "fullBodyUnsubmittedSections": {
  "value": "5{,}385",
  "source": "results/runs/segmenters.json",
  "formula": "full_body_accessions_parsed_items_available[1]"
 },
 "fullDocumentTenK": {
  "value": "86",
  "source": "results/runs/segmenters.json",
  "formula": "full_document_10k[0]"
 },
 "fullDocumentTenKLegacy": {
  "value": "51",
  "source": "results/runs/segmenters.json",
  "formula": "full_document_10k_in_legacy"
 },
 "fullDocumentTenKInvisible": {
  "value": "35",
  "source": "results/runs/segmenters.json",
  "formula": "full_document_10k_invisible_accessions"
 },
 "fullDocumentTenQ": {
  "value": "243",
  "source": "results/runs/segmenters.json",
  "formula": "full_document_by_form 10-Q rows"
 },
 "fullDocumentTenQLedgered": {
  "value": "241",
  "source": "results/runs/segmenters.json",
  "formula": "full_document_by_form 10-Q ledgered"
 },
 "fullBodyYield": {
  "value": "0.67",
  "source": "results/runs/segmenters.json",
  "formula": "full_body_ledger_yield[3] mentions per row"
 },
 "fullBodyProductivePct": {
  "value": "25.7",
  "source": "results/runs/segmenters.json",
  "formula": "full_body_ledger_yield[4]"
 },
 "tenKparsedRows": {
  "value": "341{,}207",
  "source": "results/runs/funnel_10k.json",
  "formula": "parsed_10k_rows_total"
 },
 "tenKoutOfScopeRows": {
  "value": "188{,}518",
  "source": "results/runs/funnel_10k.json",
  "formula": "parsed_10k_rows_out_of_scope_item"
 },
 "tenKlegacyAccessionRows": {
  "value": "35{,}037",
  "source": "results/runs/funnel_10k.json",
  "formula": "parsed_10k_in_scope_rows_of_legacy_accessions"
 },
 "tenKunderThirtyRows": {
  "value": "1{,}112",
  "source": "results/runs/funnel_10k.json",
  "formula": "parsed_10k_in_scope_rows_lt30_words_non_legacy"
 },
 "tenKparsedLedgered": {
  "value": "116{,}540",
  "source": "results/runs/funnel_10k.json",
  "formula": "parsed_10k_in_scope_rows_ge30_non_legacy"
 },
 "legacyShareTenKLedgerPct": {
  "value": "19",
  "source": "results/runs/segmenters.json, funnel_10k.json",
  "formula": "100*legacy_rows/ledger_10k_rows"
 },
 "legacyMdnaDollar": {
  "value": "141",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "md_and_a legacy_mean_dollar"
 },
 "parsedMdnaDollar": {
  "value": "272",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "md_and_a parsed_mean_dollar"
 },
 "legacyMdnaWords": {
  "value": "9{,}921",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "md_and_a legacy_median_words"
 },
 "parsedMdnaWords": {
  "value": "11{,}661",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "md_and_a parsed_median_words"
 },
 "legacyFewerMoneyPct": {
  "value": "92.3",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "md_and_a pct_legacy_fewer_money_tokens"
 },
 "legacyMdnaNumeric": {
  "value": "596",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "md_and_a legacy_mean_numeric"
 },
 "parsedMdnaNumeric": {
  "value": "1{,}177",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "md_and_a parsed_mean_numeric"
 },
 "propertiesLtHalfPct": {
  "value": "19.4",
  "source": "results/runs/segmenter_item_comparison.csv",
  "formula": "properties pct_legacy_lt_half_words"
 },
 "withinProductiveJune": {
  "value": "12.4",
  "source": "results/runs/within_sp500_by_run_form.csv",
  "formula": "backfilled_june 10-Q productive_pct"
 },
 "withinMentionsPerRowJune": {
  "value": "0.244",
  "source": "results/runs/within_sp500_by_run_form.csv",
  "formula": "backfilled_june 10-Q mentions_per_row"
 },
 "withinProductiveOctober": {
  "value": "12.7",
  "source": "results/runs/within_sp500_by_run_form.csv",
  "formula": "october 10-Q productive_pct"
 },
 "withinMentionsPerRowOctober": {
  "value": "0.250",
  "source": "results/runs/within_sp500_by_run_form.csv",
  "formula": "october 10-Q mentions_per_row"
 },
 "withinConfJune": {
  "value": "0.889",
  "source": "results/runs/within_sp500_10q_mentions_by_run.csv",
  "formula": "backfilled_june mean_conf"
 },
 "withinConfOctober": {
  "value": "0.893",
  "source": "results/runs/within_sp500_10q_mentions_by_run.csv",
  "formula": "october mean_conf"
 },
 "withinMaShareJune": {
  "value": "49.9",
  "source": "results/runs/within_sp500_10q_type_mix_by_run.csv",
  "formula": "ma_integration june_pct"
 },
 "withinMaShareOctober": {
  "value": "45.7",
  "source": "results/runs/within_sp500_10q_type_mix_by_run.csv",
  "formula": "ma_integration oct_pct"
 },
 "pairedIssuers": {
  "value": "81",
  "source": "results/runs/within_issuer_paired_10q.json",
  "formula": "issuers_paired"
 },
 "pairedDeltaPp": {
  "value": "0.6",
  "source": "results/runs/within_issuer_paired_10q.json",
  "formula": "100*mean_diff_productive_share_oct_minus_june"
 },
 "pairedSePp": {
  "value": "1.3",
  "source": "results/runs/within_issuer_paired_10q.json",
  "formula": "100*se"
 },
 "pairedProductiveJune": {
  "value": "11.9",
  "source": "results/runs/within_issuer_paired_10q.json",
  "formula": "100*june_mean_productive_share (mean of per-issuer shares)"
 },
 "pairedProductiveOctober": {
  "value": "12.5",
  "source": "results/runs/within_issuer_paired_10q.json",
  "formula": "100*oct_mean_productive_share (mean of per-issuer shares)"
 },
 "cohortBothPerIssuerAll": {
  "value": "55.8",
  "source": "results/runs/table6_cohort.csv",
  "formula": "both per_issuer_all"
 },
 "cohortRussellOnlyPerIssuer": {
  "value": "46.9",
  "source": "results/runs/table6_cohort.csv",
  "formula": "russell_only per_issuer_all"
 },
 "cohortBothPerIssuerOctober": {
  "value": "25.1",
  "source": "results/runs/table6_cohort.csv",
  "formula": "both per_issuer_october_only"
 },
 "cohortOlsAll": {
  "value": "8.84",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500.in_sp500.coef"
 },
 "cohortOlsAllSe": {
  "value": "1.62",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500.in_sp500.hc1_se"
 },
 "cohortOlsOctober": {
  "value": "-22.98",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_october_only_on_sp500.in_sp500.coef"
 },
 "cohortOlsOctoberSe": {
  "value": "1.20",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_october_only_on_sp500.in_sp500.hc1_se"
 },
 "cohortOlsControlled": {
  "value": "-0.28",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500_log_rows.in_sp500.coef"
 },
 "cohortOlsControlledSe": {
  "value": "1.52",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500_log_rows.in_sp500.hc1_se"
 },
 "cohortOlsN": {
  "value": "2{,}499",
  "source": "results/runs/table6_cohort_regression.json",
  "formula": "projects_all_on_sp500.n"
 },
 "fiscalYearNullOctTenK": {
  "value": "823",
  "source": "results/runs/fiscal_year_audit.json",
  "formula": "mentions_fiscal_year_null_by_run_form october 10-K"
 },
 "fiscalYearNullOctTenQ": {
  "value": "28{,}074",
  "source": "results/runs/fiscal_year_audit.json",
  "formula": "mentions_fiscal_year_null_by_run_form october 10-Q"
 },
 "fiscalYearNullFilings": {
  "value": "134{,}124",
  "source": "results/runs/fiscal_year_audit.json",
  "formula": "sum src_filings_fiscal_year_null_by_form"
 },
 "fiscalYearFillAccessions": {
  "value": "31{,}976",
  "source": "results/runs/fiscal_year_fill_by_accession.csv",
  "formula": "row count"
 },
 "focusOverBudgetSections": {
  "value": "326{,}095",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_sections_over_9000_chars"
 },
 "focusOverBudgetSectionsPct": {
  "value": "29",
  "source": "results/focus/stats_keys.json",
  "formula": "100*over/ledger_sections"
 },
 "focusOverBudgetCalls": {
  "value": "324{,}386",
  "source": "results/focus/stats_keys.json",
  "formula": "calls_over_9000_chars"
 },
 "focusOverBudgetCallsPct": {
  "value": "46",
  "source": "results/focus/stats_keys.json",
  "formula": "100*calls_over/calls"
 },
 "focusMeanShownOverBudgetPct": {
  "value": "15.9",
  "source": "results/focus/stats_keys.json",
  "formula": "100*mean_shown_frac_over_budget"
 },
 "mdnaN": {
  "value": "28{,}919",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_n"
 },
 "mdnaMedianWords": {
  "value": "9{,}905",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_median_words"
 },
 "mdnaMedianChars": {
  "value": "64{,}194",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_median_chars"
 },
 "mdnaShownMedianPct": {
  "value": "9.3",
  "source": "results/focus/stats_keys.json",
  "formula": "100*ledger_10k_mdna_shown_p50"
 },
 "mdnaLastShownMedianPct": {
  "value": "16",
  "source": "results/focus/stats_keys.json",
  "formula": "100*ledger_10k_mdna_last_p50"
 },
 "mdnaShownLtTwentyFivePct": {
  "value": "90.5",
  "source": "results/focus/stats_keys.json",
  "formula": "ledger_10k_mdna_pct_shown_lt_25"
 },
 "msgTruncatedN": {
  "value": "0",
  "source": "results/focus/stats_keys.json",
  "formula": "msg_truncated_14k"
 },
 "mentionsFromLtTwentyFive": {
  "value": "193{,}416",
  "source": "results/focus/stats_keys.json",
  "formula": "mentions_from_sections_shown_lt_25"
 },
 "mentionsFromLtTwentyFivePct": {
  "value": "62.7",
  "source": "results/focus/stats_keys.json",
  "formula": "100*mentions_from_sections_shown_lt_25/mentions_total"
 },
 "mdnaShownPTenPct": {
  "value": "4.3",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-K md_and_a shown_p10"
 },
 "mdnaShownPNinetyPct": {
  "value": "24",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-K md_and_a shown_p90"
 },
 "mdnaHitsShownMedianPct": {
  "value": "15.6",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-K md_and_a hits_shown_p50"
 },
 "businessShownMedianPct": {
  "value": "15.7",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-K business shown_p50"
 },
 "riskShownMedianPct": {
  "value": "10.1",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-K risk_factors shown_p50"
 },
 "tenQmdnaShownMedianPct": {
  "value": "13.2",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-Q md_and_a shown_p50"
 },
 "tenQfinShownMedianPct": {
  "value": "10.6",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-Q financial_statements shown_p50"
 },
 "capexVocabShownMdnaPct": {
  "value": "5.8",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-K md_and_a pct_capex_vocab_shown_over_budget"
 },
 "capexVocabShownBusinessPct": {
  "value": "10.0",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-K business pct_capex_vocab_shown_over_budget"
 },
 "capexVocabShownTenQmdnaPct": {
  "value": "8.3",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "10-Q md_and_a pct_capex_vocab_shown_over_budget"
 },
 "eightKWholePct": {
  "value": "91",
  "source": "results/focus/focus_coverage_by_form_item.csv",
  "formula": "100 - 8-K pct_over_9000"
 },
 "mentionsFromLtTwentyFiveTenK": {
  "value": "84",
  "source": "results/focus/focus_coverage_by_form.csv",
  "formula": "10-K pct_mentions_from_lt25"
 },
 "mentionsFromLtTwentyFiveTenQ": {
  "value": "79",
  "source": "results/focus/focus_coverage_by_form.csv",
  "formula": "10-Q pct_mentions_from_lt25"
 },
 "mentionsFromLtTwentyFiveEightK": {
  "value": "6",
  "source": "results/focus/focus_coverage_by_form.csv",
  "formula": "8-K pct_mentions_from_lt25"
 },
 "plateauLow": {
  "value": "0.4",
  "source": "results/focus/mentions_vs_length_by_item.csv",
  "formula": "10-K md_and_a mean_mentions, 3-6k bin"
 },
 "plateauHigh": {
  "value": "1.5",
  "source": "results/focus/mentions_vs_length_by_item.csv",
  "formula": "10-K md_and_a mean_mentions, 20-40k bin (plateau start)"
 },
 "plateauRange": {
  "value": "1.2--1.6",
  "source": "results/focus/mentions_vs_length_by_item.csv",
  "formula": "10-K md_and_a mean_mentions over bins >= 20k"
 },
 "plateauKchars": {
  "value": "20{,}000",
  "source": "results/focus/mentions_vs_length_by_item.csv",
  "formula": "lower edge of the f20-40k bin"
 },
 "mentionsPerTenKShownChars": {
  "value": "2.5",
  "source": "results/focus/mentions_vs_length_by_item.csv",
  "formula": "median mentions_per_10k_shown_chars over bins >= 20k"
 },
 "shortMdnaN": {
  "value": "169",
  "source": "results/focus/mdna_10k_short_by_year.csv",
  "formula": "sum(lt30_words)"
 },
 "shortMdnaDenom": {
  "value": "29{,}088",
  "source": "results/focus/mdna_10k_short_by_year.csv",
  "formula": "sum(mdna_sections)"
 },
 "shortMdnaPct": {
  "value": "0.6",
  "source": "results/focus/mdna_10k_short_by_year.csv",
  "formula": "100*sum(lt30)/sum(sections)"
 },
 "shortMdnaIncorporatedN": {
  "value": "430",
  "source": "results/focus/mdna_10k_short_by_year.csv",
  "formula": "sum(lt300_incorporated_by_ref)"
 },
 "rulesFocusRecovered": {
  "value": "84{,}841",
  "source": "results/rules/focus_recall_loss_overall.csv",
  "formula": "rules_focused"
 },
 "rulesFocusTotal": {
  "value": "324{,}237",
  "source": "results/rules/focus_recall_loss_overall.csv",
  "formula": "rules_full"
 },
 "rulesFocusRecoveredPct": {
  "value": "26.2",
  "source": "results/rules/focus_recall_loss_overall.csv",
  "formula": "100 - pct_lost"
 },
 "rulesFocusBusinessPct": {
  "value": "36.9",
  "source": "results/rules/focus_recall_loss.csv",
  "formula": "10-K business 100 - pct_rules_mentions_lost_to_focus"
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 "rulesFocusMdnaPct": {
  "value": "20.8",
  "source": "results/rules/focus_recall_loss.csv",
  "formula": "10-K md_and_a 100 - pct_rules_mentions_lost_to_focus"
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 "rulesFocusTenQmdnaPct": {
  "value": "25.1",
  "source": "results/rules/focus_recall_loss.csv",
  "formula": "10-Q md_and_a 100 - pct_rules_mentions_lost_to_focus"
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 "rulesFocusEightKPct": {
  "value": "84.2",
  "source": "results/rules/focus_recall_loss.csv",
  "formula": "8-K full_body 100 - pct_rules_mentions_lost_to_focus"
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 "rulesSampleProductive": {
  "value": "30{,}000",
  "source": "results/rules/agreement_overall.csv",
  "formula": "llm_pos (sampled productive sections)"
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 "rulesSampleZero": {
  "value": "30{,}000",
  "source": "results/rules/agreement_overall.csv",
  "formula": "n_sampled - llm_pos"
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 "rulesFlagPct": {
  "value": "39.5",
  "source": "results/rules/agreement_overall.csv",
  "formula": "rules_pos_pct_weighted"
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 "rulesAgreementPct": {
  "value": "71.2",
  "source": "results/rules/agreement_overall.csv",
  "formula": "agreement_pct_w"
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 "rulesLlmOnlyPct": {
  "value": "2.1",
  "source": "results/rules/agreement_overall.csv",
  "formula": "llm_only_pct_w"
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 "rulesOnlyPct": {
  "value": "26.6",
  "source": "results/rules/agreement_overall.csv",
  "formula": "rules_only_pct_w"
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 "rulesTypeOverlapPct": {
  "value": "84.6",
  "source": "results/rules/agreement_overall.csv",
  "formula": "type_overlap_pct_codetected"
 },
 "rulesGivenLlmTenK": {
  "value": "97.4",
  "source": "results/rules/agreement_by_form.csv",
  "formula": "10-K p_rules_given_llm"
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 "rulesGivenLlmTenQ": {
  "value": "94.4",
  "source": "results/rules/agreement_by_form.csv",
  "formula": "10-Q p_rules_given_llm"
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 "rulesGivenLlmEightK": {
  "value": "69.2",
  "source": "results/rules/agreement_by_form.csv",
  "formula": "8-K p_rules_given_llm"
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 "rulesGivenLlmJune": {
  "value": "79.8",
  "source": "results/rules/agreement_by_run.csv",
  "formula": "backfilled_june p_rules_given_llm"
 },
 "rulesGivenLlmOctober": {
  "value": "86.7",
  "source": "results/rules/agreement_by_run.csv",
  "formula": "october p_rules_given_llm"
 },
 "rulesTypeMa": {
  "value": "96.8",
  "source": "results/rules/type_agreement.csv",
  "formula": "ma_integration pct"
 },
 "rulesTypeGeo": {
  "value": "36.5",
  "source": "results/rules/type_agreement.csv",
  "formula": "geographic_expansion pct"
 },
 "rulesTypeCapex": {
  "value": "55.2",
  "source": "results/rules/type_agreement.csv",
  "formula": "capex_program pct"
 },
 "rulesTypePlant": {
  "value": "40.7",
  "source": "results/rules/type_agreement.csv",
  "formula": "plant_construction pct"
 },
 "rulesTypeDrug": {
  "value": "92.5",
  "source": "results/rules/type_agreement.csv",
  "formula": "drug_pipeline pct"
 },
 "rulesTypeCost": {
  "value": "76.9",
  "source": "results/rules/type_agreement.csv",
  "formula": "cost_reduction pct"
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 "finMentions": {
  "value": "22{,}412",
  "source": "results/fp_classes/summary.json",
  "formula": "mentions_matched[0]"
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 "finMentionsPct": {
  "value": "7.3",
  "source": "results/fp_classes/summary.json",
  "formula": "mentions_matched[2]"
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 "finAmountT": {
  "value": "17.8",
  "source": "results/fp_classes/summary.json",
  "formula": "matched_amount_gusd[0]/1e3 (T USD; the source field is in billions)"
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 "finAmountDenomT": {
  "value": "104.2",
  "source": "results/fp_classes/summary.json",
  "formula": "matched_amount_gusd[1]/1e3 (T USD; the source field is in billions)"
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 "finAmountSharePct": {
  "value": "17.1",
  "source": "results/fp_classes/summary.json",
  "formula": "100*matched_amount_gusd[0]/[1]"
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 "finUnregPct": {
  "value": "54.5",
  "source": "results/fp_classes/summary.json",
  "formula": "100*unregistered_sales_matched[0]/[1]"
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 "finUnregN": {
  "value": "5{,}179",
  "source": "results/fp_classes/summary.json",
  "formula": "unregistered_sales_matched[0]"
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 "finUnregDenom": {
  "value": "9{,}506",
  "source": "results/fp_classes/summary.json",
  "formula": "unregistered_sales_matched[1]"
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  "value": "2.4",
  "source": "results/fp_classes/summary.json",
  "formula": "100*financial_statements_matched[0]/[1]"
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 "finControlsPct": {
  "value": "0.2",
  "source": "results/fp_classes/summary.json",
  "formula": "100*controls_matched[0]/[1]"
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 "finProjectsRep": {
  "value": "12{,}027",
  "source": "results/fp_classes/summary.json",
  "formula": "projects_matched_rep[0]"
 },
 "finProjectsRepPct": {
  "value": "9.9",
  "source": "results/fp_classes/summary.json",
  "formula": "100*projects_matched_rep[0]/projects"
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 "finProjectsAny": {
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  "source": "results/fp_classes/summary.json",
  "formula": "projects_matched_rep[1]"
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 "itemTwoPairs": {
  "value": "77{,}869",
  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision pairs"
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 "unregMedianWords": {
  "value": "602",
  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision median_unreg_words"
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 "tenQmdnaMedianWords": {
  "value": "7{,}573",
  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision median_mdna_words"
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  "value": "1{,}001",
  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision unreg_gt_3000"
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  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision pct_gt_3000"
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 "swapCandidates": {
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  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision swapped_candidates"
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 "unregLongThreshold": {
  "value": "3{,}000",
  "source": "results/fp_classes/summary.json",
  "formula": "item2_collision threshold (unreg_gt_3000)"
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 "unregGtThreeKMentions": {
  "value": "425",
  "source": "results/fp_classes/summary.json",
  "formula": "unregistered_sales_mentions_from_gt3000[0]"
 },
 "finEightKPct": {
  "value": "19.2",
  "source": "results/fp_classes/financing_regex_by_item.csv",
  "formula": "8-K full_body pct"
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 "finMaPct": {
  "value": "7.0",
  "source": "results/fp_classes/financing_regex_by_type.csv",
  "formula": "ma_integration pct"
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 "finCapexPct": {
  "value": "52.6",
  "source": "results/fp_classes/financing_regex_by_type.csv",
  "formula": "capex_program pct"
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  "value": "16.4",
  "source": "results/fp_classes/financing_regex_by_type.csv",
  "formula": "cost_reduction pct"
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 "finTermRepurchase": {
  "value": "10{,}886",
  "source": "results/fp_classes/financing_regex_terms.csv",
  "formula": "repurchase n"
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 "finTermSeniorNotes": {
  "value": "3{,}375",
  "source": "results/fp_classes/financing_regex_terms.csv",
  "formula": "senior notes n"
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 "finTermTermLoan": {
  "value": "2{,}263",
  "source": "results/fp_classes/financing_regex_terms.csv",
  "formula": "term loan n"
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 "capexProjectsExcl": {
  "value": "4{,}725",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "capex_program n_excl_rep"
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  "value": "5{,}403",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
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  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "ma_integration n_excl_rep"
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  "value": "4.3",
  "source": "results/fp_classes/table5_restated_excl_financing.csv",
  "formula": "capex_program pct_excl_rep"
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 "eightKItemCodePct": {
  "value": "99.7",
  "source": "results/benchmark_8k/summary.json",
  "formula": "coverage_pct"
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 "benchMaGivenTwoOhOne": {
  "value": "0.911",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ma_integration Item 2.01 p_type_given_item"
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 "benchMaGivenTwoOhOneCiLow": {
  "value": "0.903",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ci_low_1"
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 "benchMaGivenTwoOhOneCiHigh": {
  "value": "0.918",
  "source": "results/benchmark_8k/item_vs_type.csv",
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 "benchTwoOhOneN": {
  "value": "5{,}456",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "n_item Item 2.01"
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  "value": "0.095",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ma_integration base_rate_type"
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 "benchMaGivenEightOhOne": {
  "value": "0.199",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ma_integration Item 8.01 p_type_given_item"
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  "value": "0.031",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ma_integration Item 5.02 p_type_given_item"
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  "value": "0.467",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ma_integration Item 2.01 or 1.01 p_item_given_type"
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  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "cost_reduction Item 2.05 p_type_given_item"
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  "value": "0.687",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ci_low_1"
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  "value": "0.730",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "ci_high_1"
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 "benchTwoOhFiveN": {
  "value": "1{,}700",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "n_item Item 2.05"
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  "value": "92",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "lift_type_given_item"
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 "benchTwoOhFiveGivenCost": {
  "value": "0.392",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "p_item_given_type"
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 "benchPartnershipGivenOneOhOne": {
  "value": "0.040",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "partnership Item 1.01 p_type_given_item"
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 "benchPartnershipBase": {
  "value": "0.011",
  "source": "results/benchmark_8k/item_vs_type.csv",
  "formula": "partnership base_rate_type"
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 "annSeed": {
  "value": "20261105",
  "source": "results/annotation_frame/design.json",
  "formula": "seed"
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 "annStrata": {
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  "source": "results/annotation_frame/design.json",
  "formula": "n_strata_productive"
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 "annNProductive": {
  "value": "1{,}677",
  "source": "results/annotation_frame/design.json",
  "formula": "n_productive"
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 "annNZero": {
  "value": "385",
  "source": "results/annotation_frame/design.json",
  "formula": "n_zero"
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 "annZeroGatePass": {
  "value": "285",
  "source": "results/annotation_frame/design.json",
  "formula": "zero_frame_gate_pass"
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 "annZeroGateReject": {
  "value": "100",
  "source": "results/annotation_frame/design.json",
  "formula": "zero_frame_gate_reject"
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 "annDeffProductive": {
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  "source": "results/annotation_frame/design.json",
  "formula": "deff_productive"
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 "annDeffZero": {
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  "source": "results/annotation_frame/design.json",
  "formula": "deff_zero"
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 "annHalfWidthPrecision": {
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  "source": "results/annotation_frame/design.json",
  "formula": "half_width_95_precision_p0.5"
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 "annMde": {
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  "source": "results/annotation_frame/design.json",
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 "annFloor": {
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  "source": "results/annotation_frame/design.json",
  "formula": "floor"
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 "annOversample": {
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  "source": "results/annotation_frame/design.json",
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 "annPopProductive": {
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  "source": "results/annotation_frame/design.json",
  "formula": "population_productive"
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 "annPopZero": {
  "value": "954{,}868",
  "source": "results/annotation_frame/design.json",
  "formula": "population_zero"
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 "annHalfWidthFn": {
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  "source": "results/annotation_frame/design.json",
  "formula": "half_width_95_zero_fn_rate[0.05]"
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 "annCore": {
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  "source": "results/annotation_frame/design.json",
  "formula": "core_subsample.productive"
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 "annDev": {
  "value": "1{,}058",
  "source": "results/annotation_frame/design.json",
  "formula": "split.dev"
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 "annHoldout": {
  "value": "1{,}004",
  "source": "results/annotation_frame/design.json",
  "formula": "split.holdout"
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 "annTextChars": {
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  "source": "results/annotation_frame/frame_dev.csv",
  "formula": "text truncation of the worktree frames (characters)"
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 "annFrameMb": {
  "value": "77",
  "source": "data/documented_inputs.json:annotation_frame_mb",
  "formula": "size of the full-text frames kept on the node (M3U96b:~/firc0001_review/frames/, N11 implemented_changes.md); not shipped"
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 "firstSeenLastYear": {
  "value": "6{,}694",
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  "formula": "all_issuers last year first_seen_current_key"
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  "source": "results/timeseries/summary.json",
  "formula": "cohort_issuers"
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 "fixedCohortMentionsPerIssuerFirst": {
  "value": "9.6",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort 2011"
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  "value": "8.8",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort 2025"
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 "fixedCohortNewPerIssuerFirst": {
  "value": "4.7",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort 2011"
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  "value": "2.8",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort 2025"
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  "value": "6{,}533",
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  "value": "3{,}926",
  "source": "results/timeseries/first_seen_fixed_cohort.csv",
  "formula": "fixed cohort 2025"
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  "source": "results/timeseries/summary.json",
  "formula": "episodes_k3_total"
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 "episodesKfive": {
  "value": "126{,}318",
  "source": "results/timeseries/summary.json",
  "formula": "episodes_k5_total"
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 "dualClassCiks": {
  "value": "18",
  "source": "stats.json:universe",
  "formula": "mapped lines - distinct CIKs"
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 "universeBoth": {
  "value": "491",
  "source": "stats.json:universe.both",
  "formula": "count"
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 "universeSpOnly": {
  "value": "9",
  "source": "stats.json:universe.sp_only",
  "formula": "count"
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 "universeRuOnly": {
  "value": "2{,}064",
  "source": "stats.json:universe.ru_only",
  "formula": "count"
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  "source": "results/russell_coverage.json",
  "formula": "index_constituents - russell_distinct_ciks"
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  "value": "14.7",
  "source": "results/russell_coverage.json",
  "formula": "100*(index - proxy)/index"
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  "source": "results/russell_coverage.json:index_as_of",
  "formula": "date"
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  "source": "stats.json:universe.russell_holdings_as_of",
  "formula": "date"
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  "value": "October~27, 2026",
  "source": "stats.json:universe.russell_fetched_at",
  "formula": "date"
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  "source": "stats.json:universe.sp500_rows",
  "formula": "count"
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  "value": "May~25, 2026",
  "source": "stats.json:universe.sp500_fetched_at",
  "formula": "date"
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  "source": "results/universe/universe_artefacts.json",
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  "source": "stats.json",
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  "source": "data/parse_status.csv",
  "formula": "sum(error)"
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 "filingsNotParsedPct": {
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  "source": "data/parse_status.csv, stats.json",
  "formula": "100*not_parsed/filings_total"
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  "source": "results/rules/manifest.json",
  "formula": "spid.duckdb bytes / 1e9"
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  "formula": "edgar_research.duckdb bytes / 2^30"
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 "annualPanelRows": {
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  "source": "data/factor_tables.csv",
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 "quarterlyPanelRows": {
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  "source": "data/factor_tables.csv",
  "formula": "quarterly_panel n"
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 "mentionsPerProjectDrug": {
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  "source": "data/projects_by_type.csv",
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  "source": "data/projects_by_type.csv",
  "formula": "technology_deployment mean_mentions"
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  "source": "data/projects_by_type.csv",
  "formula": "cost_reduction n"
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  "source": "data/amount_dist.csv",
  "formula": "q[1]/1e6"
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 "spanZeroN": {
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  "source": "data/duration.csv",
  "formula": "n where span_years=0"
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  "source": "data/confidence_dist.csv",
  "formula": "100*n(conf=0.5)/mentions"
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 "kgEdgesOwns": {
  "value": "121{,}099",
  "source": "data/kg.csv",
  "formula": "edges owns"
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 "kgEdgesLocatedIn": {
  "value": "54{,}583",
  "source": "data/kg.csv",
  "formula": "edges located_in"
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 "kgEdgesUses": {
  "value": "28{,}774",
  "source": "data/kg.csv",
  "formula": "edges uses"
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 "projectsPerIssuerMax": {
  "value": "240",
  "source": "data/projects_per_issuer.csv",
  "formula": "mx"
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  "value": "220",
  "source": "code/audit/spid_snapshot/llm.py",
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 "focusWindowAfter": {
  "value": "380",
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  "formula": "_focus: characters after a gate hit"
 },
 "focusEmitBudget": {
  "value": "9{,}000",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "_focus budget"
 },
 "focusCollectBudget": {
  "value": "12{,}600",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "budget * collection multiplier"
 },
 "userMessageCap": {
  "value": "14{,}000",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "user message cut"
 },
 "confDefault": {
  "value": "0.6",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "default confidence"
 },
 "confThreshold": {
  "value": "0.45",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "confidence threshold"
 },
 "completionTokens": {
  "value": "2{,}000",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "max_tokens"
 },
 "listItemsMax": {
  "value": "eight",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "list truncation (items)"
 },
 "listItemChars": {
  "value": "120",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "list item truncation (characters)"
 },
 "idNameChars": {
  "value": "40",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "anchor name prefix length"
 },
 "retries": {
  "value": "three",
  "source": "code/audit/spid_snapshot/llm.py",
  "formula": "_call retries"
 },
 "timeoutSeconds": {
  "value": "120",
  "source": "code/audit/spid_snapshot/config.py",
  "formula": "llm_timeout"
 },
 "minWords": {
  "value": "30",
  "source": "code/audit/spid_snapshot/pipeline.py",
  "formula": "min_words"
 },
 "chunkWords": {
  "value": "512",
  "source": "data/documented_inputs.json:pipeline_chunk_words",
  "formula": "chunk_size default of the embedding chunker (chunk_size: int = 512); manuscripts/FIRC-0001/pipeline_code_2324b58 (archived pipeline code at revision 2324b58, outside this repository)/src/parsing/chunker.py, SHA-256 716a4013fb839a68ec613aa5f0c91e8da4c8a8135051fb95fec5350d35fc3c79; recorded here (Stage F, N1) so that a bare clone regenerates the macro, re-read and checked against the archive by code/make_tables.py when it is reachable"
 },
 "chunkOverlap": {
  "value": "64",
  "source": "data/documented_inputs.json:pipeline_chunk_overlap",
  "formula": "overlap default of the embedding chunker (overlap: int = 64); manuscripts/FIRC-0001/pipeline_code_2324b58 (archived pipeline code at revision 2324b58, outside this repository)/src/parsing/chunker.py, SHA-256 716a4013fb839a68ec613aa5f0c91e8da4c8a8135051fb95fec5350d35fc3c79; recorded here (Stage F, N1) so that a bare clone regenerates the macro, re-read and checked against the archive by code/make_tables.py when it is reachable"
 },
 "maxFileMb": {
  "value": "50",
  "source": "data/documented_inputs.json:pipeline_max_file_mb",
  "formula": "max_file_size_mb default of the HTML parser (html_cfg.get(\"max_file_size_mb\", 50)); manuscripts/FIRC-0001/pipeline_code_2324b58 (archived pipeline code at revision 2324b58, outside this repository)/src/parsing/html_parser.py, SHA-256 61aca675ff4652e3479f50a10ce29503f66f7f74ffd4f78df0b87ad517b1908e; recorded here (Stage F, N1) so that a bare clone regenerates the macro, re-read and checked against the archive by code/make_tables.py when it is reachable"
 },
 "cooldownSeconds": {
  "value": "65",
  "source": "data/documented_inputs.json:pipeline_cooldown_seconds",
  "formula": "COOLDOWN_SECONDS = 65.0 after an SEC 403/429; manuscripts/FIRC-0001/pipeline_code_2324b58 (archived pipeline code at revision 2324b58, outside this repository)/src/acquisition/bulk_downloader.py, SHA-256 862139f47d52cef9c33d6a64e77fae1ae3a31cc9b288762c6a2187579f5a9159; recorded here (Stage F, N1) so that a bare clone regenerates the macro, re-read and checked against the archive by code/make_tables.py when it is reachable"
 },
 "secRateLimit": {
  "value": "ten",
  "source": "data/documented_inputs.json:pipeline_sec_rate_limit",
  "formula": "module docstring 'SEC allows 10 req/s per IP' (sec.gov fair-access policy); manuscripts/FIRC-0001/pipeline_code_2324b58 (archived pipeline code at revision 2324b58, outside this repository)/src/acquisition/bulk_downloader.py, SHA-256 862139f47d52cef9c33d6a64e77fae1ae3a31cc9b288762c6a2187579f5a9159; recorded here (Stage F, N1) so that a bare clone regenerates the macro, re-read and checked against the archive by code/make_tables.py when it is reachable"
 },
 "acqGatewayDivisor": {
  "value": "nine",
  "source": "data/documented_inputs.json:pipeline_acq_gateway_divisor",
  "formula": "BulkDownloader default rate: float = 9.0 requests per second shared behind one IP; manuscripts/FIRC-0001/pipeline_code_2324b58 (archived pipeline code at revision 2324b58, outside this repository)/src/acquisition/bulk_downloader.py, SHA-256 862139f47d52cef9c33d6a64e77fae1ae3a31cc9b288762c6a2187579f5a9159; recorded here (Stage F, N1) so that a bare clone regenerates the macro, re-read and checked against the archive by code/make_tables.py when it is reachable"
 },
 "acqNewDocs": {
  "value": "about 400{,}000",
  "source": "data/documented_inputs.json:acq_new_docs",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible"
 },
 "acqHours": {
  "value": "seven",
  "source": "data/documented_inputs.json:acq_hours",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible"
 },
 "acqReqPerSec": {
  "value": "17",
  "source": "data/documented_inputs.json:acq_req_per_sec",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible"
 },
 "acqNodes": {
  "value": "ten",
  "source": "data/documented_inputs.json:acq_nodes",
  "formula": "docs/research_log.md 2026-10-27 (10 MacLustr nodes + 1 external gateway)"
 },
 "acqNodeRate": {
  "value": "0.9",
  "source": "data/documented_inputs.json:acq_node_rate",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible (requests per second per node)"
 },
 "acqGatewayRate": {
  "value": "one",
  "source": "data/documented_inputs.json:acq_gateway_rate",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible (requests per second per shard on the gateway)"
 },
 "parseFilingsPerSec": {
  "value": "100",
  "source": "data/documented_inputs.json:parse_filings_per_sec",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible"
 },
 "parseMinutesRange": {
  "value": "five to thirteen",
  "source": "data/documented_inputs.json:parse_minutes_range",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible"
 },
 "embedMinutesRange": {
  "value": "15--40",
  "source": "data/documented_inputs.json:embed_minutes_range",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible"
 },
 "mergeMinutes": {
  "value": "seven",
  "source": "data/documented_inputs.json:merge_minutes",
  "formula": "author-reported run fact (docs/research_log.md, 2026-10-27/28); the orchestrator and acquisition logs are not archived with the paper; not reconstructible"
 },
 "totalCostUsd": {
  "value": "775",
  "source": "data/documented_inputs.json:total_cost_usd",
  "formula": "author-reported total recorded in docs/research_log.md against the 2026-10-27/28 entry 'Full LLM extraction of 968,134 new sections ... ≈ 775 USD total' (October run); the review's constraints note (peer_reviews/FIRC-0001/_constraints.md) attributes the same ≈ 775 USD to both runs (153,894 + 968,134 sections); the API invoice is not archived; basis to be confirmed by the authors (Stage F, N9)"
 },
 "stabilitySections": {
  "value": "500",
  "source": "data/documented_inputs.json:stability_sections",
  "formula": "X1 protocol of peer_reviews/FIRC-0001/consolidated_review.md §6 item 11 (500 sections x 3 re-submissions); not executed (AR-LLM-1 not granted)"
 },
 "stabilityCalls": {
  "value": "about 2{,}500",
  "source": "data/documented_inputs.json:stability_calls",
  "formula": "consolidated_review.md §6 item 11 (cost estimate of the X1/X2 protocol); not executed"
 },
 "embeddingDim": {
  "value": "384",
  "source": "data/documented_inputs.json:embedding_dim",
  "formula": "all-MiniLM-L6-v2 embedding dimension (scripts/build_embeddings.py default model)"
 },
 "factorAnchors": {
  "value": "8",
  "source": "data/documented_inputs.json:factor_anchors",
  "formula": "src/factors/anchors.py registry (thematic anchors), as described in docs/research_log.md"
 },
 "tenKsectionsMax": {
  "value": "fourteen",
  "source": "data/documented_inputs.json:tenk_sections_max",
  "formula": "src/parsing/section_extractor.py FORM_10K_SECTIONS (Items 1 to 9B)"
 },
 "tenQsectionsN": {
  "value": "seven",
  "source": "data/documented_inputs.json:tenq_sections_n",
  "formula": "src/parsing/section_extractor.py FORM_10Q_SECTIONS"
 },
 "projects": {
  "value": "121{,}099",
  "source": "stats.json:projects",
  "formula": "count(projects)"
 },
 "mentions": {
  "value": "308{,}065",
  "source": "stats.json:mentions",
  "formula": "count(project_mentions)"
 },
 "issuersWithProjects": {
  "value": "2{,}492",
  "source": "stats.json:issuers_with_projects",
  "formula": "count(distinct cik)"
 },
 "issuersWithFilings": {
  "value": "2{,}499",
  "source": "stats.json:issuers_with_filings",
  "formula": "count(distinct cik) in filings"
 },
 "issuersWithoutFilings": {
  "value": "65",
  "source": "stats.json:issuers_without_filings",
  "formula": "count"
 },
 "sectionsTotal": {
  "value": "1{,}342{,}283",
  "source": "stats.json:sections_total",
  "formula": "count(filing_sections)"
 },
 "chunks": {
  "value": "10{,}720{,}890",
  "source": "stats.json:chunks[0]",
  "formula": "count(filing_chunks)"
 },
 "projectsWithLocation": {
  "value": "54{,}583",
  "source": "stats.json:projects_fields[1]",
  "formula": "count(canonical_location is not null)"
 },
 "projectsTokenKeyedShare": {
  "value": "54.9",
  "source": "stats.json:projects_fields",
  "formula": "100*(projects - with location)/projects"
 },
 "projectsPerIssuerMean": {
  "value": "48.6",
  "source": "data/projects_per_issuer.csv",
  "formula": "mean"
 },
 "projectsPerIssuerMedian": {
  "value": "42",
  "source": "data/projects_per_issuer.csv",
  "formula": "q[2]"
 },
 "mentionsPerProject": {
  "value": "2.54",
  "source": "stats.json",
  "formula": "mentions/projects"
 },
 "extractedAtFirst": {
  "value": "2026-10-27 13:12:32",
  "source": "stats.json:extracted_at_range[0]",
  "formula": "min(extracted_at)"
 },
 "extractedAtLast": {
  "value": "2026-10-28 11:15:49",
  "source": "stats.json:extracted_at_range[1]",
  "formula": "max(extracted_at)"
 },
 "tenKmdnaMedianWords": {
  "value": "9{,}905",
  "source": "stats.json:ledger_10k_mdna_median_words",
  "formula": "export_stats.py"
 },
 "annualPanelFirms": {
  "value": "2{,}499",
  "source": "stats.json:annual_panel_firms",
  "formula": "export_stats.py"
 },
 "spFiveHundredCiks": {
  "value": "500",
  "source": "stats.json:sp500_ciks",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunLog": {
  "value": "project-db/logs/extract.log",
  "source": "stats.json:spid_runs.sp500_run.log",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunWorkers": {
  "value": "16",
  "source": "stats.json:spid_runs.sp500_run.workers",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunBatch": {
  "value": "15",
  "source": "stats.json:spid_runs.sp500_run.batch",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunCiks": {
  "value": "500",
  "source": "stats.json:spid_runs.sp500_run.ciks",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunSectionsLogged": {
  "value": "153894",
  "source": "stats.json:spid_runs.sp500_run.sections_logged",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunLedgerRowsBackfilled": {
  "value": "154964",
  "source": "stats.json:spid_runs.sp500_run.ledger_rows_backfilled",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunMentionsBackfilled": {
  "value": "39930",
  "source": "stats.json:spid_runs.sp500_run.mentions_backfilled",
  "formula": "export_stats.py"
 },
 "runSpFiveZeroZeroRunLlmCallFailed": {
  "value": "3",
  "source": "stats.json:spid_runs.sp500_run.llm_call_failed",
  "formula": "export_stats.py"
 },
 "runRussellRunLog": {
  "value": "data/logs/spid\\_extract.log",
  "source": "stats.json:spid_runs.russell_run.log",
  "formula": "export_stats.py"
 },
 "runRussellRunWorkers": {
  "value": "24",
  "source": "stats.json:spid_runs.russell_run.workers",
  "formula": "export_stats.py"
 },
 "runRussellRunLedgerRows": {
  "value": "968134",
  "source": "stats.json:spid_runs.russell_run.ledger_rows",
  "formula": "export_stats.py"
 },
 "runRussellRunExtractedAtFirst": {
  "value": "2026-10-27 13:12:32.140400",
  "source": "stats.json:spid_runs.russell_run.extracted_at_first",
  "formula": "export_stats.py"
 },
 "runRussellRunExtractedAtLast": {
  "value": "2026-10-28 11:15:49.150818",
  "source": "stats.json:spid_runs.russell_run.extracted_at_last",
  "formula": "export_stats.py"
 },
 "runRussellRunLlmCallFailed": {
  "value": "94609",
  "source": "stats.json:spid_runs.russell_run.llm_call_failed",
  "formula": "export_stats.py"
 },
 "runRussellRunSectionFailed": {
  "value": "0",
  "source": "stats.json:spid_runs.russell_run.section_failed",
  "formula": "export_stats.py"
 },
 "brief": {
  "value": "the research-design brief, i.e. the specification of required tables, keys and validation gates against which \\texttt{docs/implementation\\_audit.md} audits the build",
  "source": "data/documented_inputs.json:brief_definition",
  "formula": "documented input (author to confirm)"
 }
}