% Generated by code/make_tables.py — inline numbers of the paper. Do not edit; use \SPID<name> in the text.
% Source and formula of every macro: results/inline_numbers.json
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\newcommand{\SPIDperIssuerAllBoth}{55.8}
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\newcommand{\SPIDsingleMentionShare}{60.2}
\newcommand{\SPIDtwoMentionShare}{17.0}
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\newcommand{\SPIDgroundedAmountNumberPct}{93.7}
\newcommand{\SPIDgroundedAmountNumberCI}{[93.6, 93.9]}
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\newcommand{\SPIDgroundedAmountWithCurrencyPct}{80.5}
\newcommand{\SPIDgroundedAmountWithCurrencyCI}{[80.2, 80.7]}
\newcommand{\SPIDgroundedAmountWithCurrencyOneZeroKPct}{86.8}
\newcommand{\SPIDgroundedAmountWithCurrencyOneZeroQPct}{82.3}
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\newcommand{\SPIDgroundedLocationsPct}{78.3}
\newcommand{\SPIDgroundedLocationsCI}{[78.0, 78.6]}
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\newcommand{\SPIDgroundedLocationsOneZeroQPct}{82.1}
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\newcommand{\SPIDgroundedTechnologiesPct}{63.6}
\newcommand{\SPIDgroundedTechnologiesCI}{[63.0, 64.2]}
\newcommand{\SPIDgroundedTechnologiesOneZeroKPct}{63.8}
\newcommand{\SPIDgroundedTechnologiesOneZeroQPct}{64.8}
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\newcommand{\SPIDgroundedAllFieldsPct}{88.2}
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\newcommand{\SPIDspecCurveThresholdMax}{0.9}
\newcommand{\SPIDtopNameTokens}{\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\%)}
\newcommand{\SPIDtopNameTokensProjectsPct}{17.2}
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\newcommand{\SPIDfocusRecallRecoveredPct}{26.2}
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\newcommand{\SPIDfocusRecallRecoveredOneZeroQPct}{24.9}
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\newcommand{\SPIDrulesGivenLlmPct}{85.7}
\newcommand{\SPIDllmGivenRulesPct}{32.5}
\newcommand{\SPIDrulesLlmAgreementPct}{71.2}
\newcommand{\SPIDrulesLlmTypeOverlapPct}{84.6}
\newcommand{\SPIDrulesSampleN}{60{,}000}
\newcommand{\SPIDcallsTotal}{703{,}725}
\newcommand{\SPIDgatePassSections}{703{,}737}
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\newcommand{\SPIDusdPerCall}{0.0013}
\newcommand{\SPIDoctoberCalls}{608{,}439}
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\newcommand{\SPIDoctoberWallClockHours}{13.7}
\newcommand{\SPIDoutageHours}{5.3}
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\newcommand{\SPIDoctoberRowsPerSecondEffective}{31.9}
\newcommand{\SPIDoctoberRowsPerSecondWallClock}{19.7}
\newcommand{\SPIDoctoberCallsPerSecondEffective}{20.1}
\newcommand{\SPIDoctoberFirstFlush}{2026-10-27 21:35}
\newcommand{\SPIDoctoberLastFlush}{2026-10-28 11:15}
\newcommand{\SPIDpaperRateImpliedByTwelveHours}{22.4}
\newcommand{\SPIDbackfilledRows}{154{,}964}
\newcommand{\SPIDjuneLogSections}{153{,}894}
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\newcommand{\SPIDbackfilledGateFail}{59{,}666}
\newcommand{\SPIDoutageWindowStart}{2026-10-28 01:10}
\newcommand{\SPIDoutageWindowEnd}{2026-10-28 06:22}
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\newcommand{\SPIDllmCallFailedInsideOutage}{94{,}467}
\newcommand{\SPIDllmCallFailedOutsideOutage}{14}
\newcommand{\SPIDllmRetryableTailLines}{128}
\newcommand{\SPIDllmFailedJsonDecodeError}{14}
\newcommand{\SPIDllmFailedRetryableHttpFourTwoNineFivexx}{94{,}593}
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\newcommand{\SPIDoutageLogWindowStart}{2026-10-28 01:10}
\newcommand{\SPIDoutageLogWindowEnd}{2026-10-28 06:22}
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\newcommand{\SPIDprojectsKeyedGeneral}{229}
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\newcommand{\SPIDprojectsKeyedNameToken}{66{,}405}
\newcommand{\SPIDprojectsKeyedNameTokenPct}{54.8}
\newcommand{\SPIDprojectsKeyedLocation}{54{,}658}
\newcommand{\SPIDprojectsKeyedLocationPct}{45.1}
\newcommand{\SPIDprojectsKeyedGeneralPct}{0.2}
\newcommand{\SPIDprojectsTieMaxConfidence}{33{,}820}
\newcommand{\SPIDprojectsTieDistinctNames}{20{,}118}
\newcommand{\SPIDprojectsStatusTie}{972}
\newcommand{\SPIDmentionsAtConfidenceOne}{108{,}023}
\newcommand{\SPIDrebuiltNamesDiffer}{394}
\newcommand{\SPIDrebuiltDescriptionsDiffer}{600}
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\newcommand{\SPIDannotationStrata}{192}
\newcommand{\SPIDannotationHalfWidthPrecision}{4.4}
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\newcommand{\SPIDannotationCoreProductive}{510}
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\newcommand{\SPIDannotationHoldout}{1{,}004}
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\newcommand{\SPIDoutageLargestGapStart}{01:25}
\newcommand{\SPIDoutageLargestGapEnd}{06:40}
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\newcommand{\SPIDjsonFailAfterOutage}{five}
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\newcommand{\SPIDbackfillTimestamp}{October~27, 2026, 13:12}
\newcommand{\SPIDresumeBatchExpectedProductive}{536}
\newcommand{\SPIDresumeBatchZeroSharePct}{99.2}
\newcommand{\SPIDjuneCalls}{95{,}286}
\newcommand{\SPIDjuneProductiveShareCalls}{25.6}
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\newcommand{\SPIDconfExactDefault}{3{,}278}
\newcommand{\SPIDconfExactDefaultOctober}{2{,}974}
\newcommand{\SPIDconfExactDefaultJune}{304}
\newcommand{\SPIDledgerBackendValue}{llm}
\newcommand{\SPIDamountNegative}{24}
\newcommand{\SPIDamountZero}{584}
\newcommand{\SPIDamountMaxSci}{1.0 \times 10^{12}}
\newcommand{\SPIDamountGeFiftyBMentions}{161}
\newcommand{\SPIDamountGeFiftyBProjects}{104}
\newcommand{\SPIDamountTopNumberFound}{191}
\newcommand{\SPIDamountTopCurrencyFound}{178}
\newcommand{\SPIDamountTopN}{200}
\newcommand{\SPIDamountNonUsdTokenN}{1{,}837}
\newcommand{\SPIDamountLocatedN}{112{,}692}
\newcommand{\SPIDamountNonUsdTokenPct}{1.6}
\newcommand{\SPIDgroundBootstrapReps}{1{,}000}
\newcommand{\SPIDgroundYearsPct}{99.8}
\newcommand{\SPIDgroundPartnersPct}{99.4}
\newcommand{\SPIDgroundAmountNumberPct}{93.7}
\newcommand{\SPIDgroundAmountCurrencyPct}{80.5}
\newcommand{\SPIDgroundLocationsPct}{78.3}
\newcommand{\SPIDgroundTechPct}{63.6}
\newcommand{\SPIDgroundYearsCiLow}{99.7}
\newcommand{\SPIDgroundYearsCiHigh}{99.8}
\newcommand{\SPIDgroundLocationsTenK}{85.7}
\newcommand{\SPIDgroundLocationsTenQ}{82.1}
\newcommand{\SPIDgroundLocationsEightK}{67.8}
\newcommand{\SPIDgroundElemPartners}{99.6}
\newcommand{\SPIDgroundElemLocations}{84.2}
\newcommand{\SPIDgroundElemTech}{70.6}
\newcommand{\SPIDgroundElemYears}{99.7}
\newcommand{\SPIDgroundAllPct}{88.2}
\newcommand{\SPIDgroundAllN}{276{,}168}
\newcommand{\SPIDgroundAllTenK}{92.2}
\newcommand{\SPIDgroundAllTenQ}{92.4}
\newcommand{\SPIDgroundAllEightK}{76.6}
\newcommand{\SPIDgroundAllJune}{84.5}
\newcommand{\SPIDgroundAllOctober}{88.7}
\newcommand{\SPIDgroundAllTopBin}{86.4}
\newcommand{\SPIDgroundAllLowerBinsRange}{90.7--94.2}
\newcommand{\SPIDyearsAbsentFromText}{604}
\newcommand{\SPIDtypeSignalMaPct}{79.8}
\newcommand{\SPIDtypeSignalTechDeployPct}{5.4}
\newcommand{\SPIDtechRegexEqualPct}{46}
\newcommand{\SPIDtechDeployMentionedN}{124}
\newcommand{\SPIDmentionsKeyedLocation}{118{,}783}
\newcommand{\SPIDmentionsKeyedNameToken}{187{,}212}
\newcommand{\SPIDmentionsKeyedNameTokenPct}{60.8}
\newcommand{\SPIDmentionsKeyedLocationPct}{38.6}
\newcommand{\SPIDlocationKeysCountry}{8{,}126}
\newcommand{\SPIDlocationKeysUsState}{6{,}110}
\newcommand{\SPIDlocationKeysCountryStatePct}{26}
\newcommand{\SPIDmaAmountOtherCounterpartyN}{1{,}630}
\newcommand{\SPIDmaAmountOtherCounterpartyDenom}{12{,}372}
\newcommand{\SPIDamountOtherCounterpartyN}{2{,}347}
\newcommand{\SPIDamountOtherCounterpartyDenom}{21{,}908}
\newcommand{\SPIDtopTokenMentions}{40{,}407}
\newcommand{\SPIDtopTokenProjects}{2{,}256}
\newcommand{\SPIDtopTokenSharePct}{21.4}
\newcommand{\SPIDlocationKeyUnitedStatesProjects}{2{,}551}
\newcommand{\SPIDprojectsKeyCikType}{21{,}027}
\newcommand{\SPIDprojectsKeyTypeDropped}{96{,}749}
\newcommand{\SPIDprojectsKeyNameOnly}{114{,}244}
\newcommand{\SPIDprojectsKeyCityNorm}{123{,}246}
\newcommand{\SPIDprojectsKeyStopwords}{130{,}101}
\newcommand{\SPIDprojectsKeyTwoTokens}{145{,}697}
\newcommand{\SPIDprojectsKeyStrict}{198{,}488}
\newcommand{\SPIDprojectsKeyMentionLevel}{308{,}065}
\newcommand{\SPIDprojectsCurrentKeyAtNine}{83{,}483}
\newcommand{\SPIDsingleMentionShareStrict}{75.8}
\newcommand{\SPIDsingleMentionShareCikType}{20.7}
\newcommand{\SPIDchenierClusterCurrent}{8}
\newcommand{\SPIDchenierClusterStrict}{1}
\newcommand{\SPIDchenierClusterNameOnly}{40}
\newcommand{\SPIDchenierClusterCikType}{176}
\newcommand{\SPIDmaGeThreeNamesOverTenPct}{91.7}
\newcommand{\SPIDmaGeThreePartnersPct}{10.9}
\newcommand{\SPIDprojectsTieDistinctDescriptions}{29{,}954}
\newcommand{\SPIDrebuiltNameDiff}{394}
\newcommand{\SPIDrebuiltDescDiff}{600}
\newcommand{\SPIDtiebreakNameDiff}{11{,}484}
\newcommand{\SPIDtiebreakStatusDiff}{503}
\newcommand{\SPIDtiebreakDescDiff}{18{,}256}
\newcommand{\SPIDjuneProjects}{19{,}227}
\newcommand{\SPIDspMentions}{70{,}367}
\newcommand{\SPIDspProjects}{27{,}766}
\newcommand{\SPIDspProjectsJuneOnly}{15{,}910}
\newcommand{\SPIDspProjectsBothRuns}{3{,}317}
\newcommand{\SPIDspProjectsOctoberOnly}{8{,}539}
\newcommand{\SPIDoctoberSpTenQSections}{116{,}231}
\newcommand{\SPIDoctoberSpTenQFilings}{19{,}399}
\newcommand{\SPIDoctoberSpTenQMentions}{28{,}963}
\newcommand{\SPIDoctoberSpTenKMentions}{910}
\newcommand{\SPIDoctoberSpEightKMentions}{564}
\newcommand{\SPIDjuneTenQMentions}{5{,}817}
\newcommand{\SPIDjuneTenQFilings}{3{,}710}
\newcommand{\SPIDjuneTenQSections}{23{,}873}
\newcommand{\SPIDrepoCommits}{six}
\newcommand{\SPIDextractorMtimeDate}{June~17, 2026}
\newcommand{\SPIDdiffStoreLines}{$+3/-1$}
\newcommand{\SPIDdiffParserLines}{$+13/-7$}
\newcommand{\SPIDlegacyTenKRows}{27{,}164}
\newcommand{\SPIDlegacyTenKFilings}{7{,}368}
\newcommand{\SPIDsegPairs}{25{,}673}
\newcommand{\SPIDfullBodyMedianWords}{44{,}514}
\newcommand{\SPIDfullBodyWithParsedItems}{1{,}117}
\newcommand{\SPIDfullBodyUnsubmittedSections}{5{,}385}
\newcommand{\SPIDfullDocumentTenK}{86}
\newcommand{\SPIDfullDocumentTenKLegacy}{51}
\newcommand{\SPIDfullDocumentTenKInvisible}{35}
\newcommand{\SPIDfullDocumentTenQ}{243}
\newcommand{\SPIDfullDocumentTenQLedgered}{241}
\newcommand{\SPIDfullBodyYield}{0.67}
\newcommand{\SPIDfullBodyProductivePct}{25.7}
\newcommand{\SPIDtenKparsedRows}{341{,}207}
\newcommand{\SPIDtenKoutOfScopeRows}{188{,}518}
\newcommand{\SPIDtenKlegacyAccessionRows}{35{,}037}
\newcommand{\SPIDtenKunderThirtyRows}{1{,}112}
\newcommand{\SPIDtenKparsedLedgered}{116{,}540}
\newcommand{\SPIDlegacyShareTenKLedgerPct}{19}
\newcommand{\SPIDlegacyMdnaDollar}{141}
\newcommand{\SPIDparsedMdnaDollar}{272}
\newcommand{\SPIDlegacyMdnaWords}{9{,}921}
\newcommand{\SPIDparsedMdnaWords}{11{,}661}
\newcommand{\SPIDlegacyFewerMoneyPct}{92.3}
\newcommand{\SPIDlegacyMdnaNumeric}{596}
\newcommand{\SPIDparsedMdnaNumeric}{1{,}177}
\newcommand{\SPIDpropertiesLtHalfPct}{19.4}
\newcommand{\SPIDwithinProductiveJune}{12.4}
\newcommand{\SPIDwithinMentionsPerRowJune}{0.244}
\newcommand{\SPIDwithinProductiveOctober}{12.7}
\newcommand{\SPIDwithinMentionsPerRowOctober}{0.250}
\newcommand{\SPIDwithinConfJune}{0.889}
\newcommand{\SPIDwithinConfOctober}{0.893}
\newcommand{\SPIDwithinMaShareJune}{49.9}
\newcommand{\SPIDwithinMaShareOctober}{45.7}
\newcommand{\SPIDpairedIssuers}{81}
\newcommand{\SPIDpairedDeltaPp}{0.6}
\newcommand{\SPIDpairedSePp}{1.3}
\newcommand{\SPIDcohortBothPerIssuerAll}{55.8}
\newcommand{\SPIDcohortRussellOnlyPerIssuer}{46.9}
\newcommand{\SPIDcohortBothPerIssuerOctober}{25.1}
\newcommand{\SPIDcohortOlsAll}{8.84}
\newcommand{\SPIDcohortOlsAllSe}{1.62}
\newcommand{\SPIDcohortOlsOctober}{-22.98}
\newcommand{\SPIDcohortOlsOctoberSe}{1.20}
\newcommand{\SPIDcohortOlsControlled}{-0.28}
\newcommand{\SPIDcohortOlsControlledSe}{1.52}
\newcommand{\SPIDcohortOlsN}{2{,}499}
\newcommand{\SPIDfiscalYearNullOctTenK}{823}
\newcommand{\SPIDfiscalYearNullOctTenQ}{28{,}074}
\newcommand{\SPIDfiscalYearNullFilings}{134{,}124}
\newcommand{\SPIDfiscalYearFillAccessions}{31{,}976}
\newcommand{\SPIDfocusOverBudgetSections}{326{,}095}
\newcommand{\SPIDfocusOverBudgetSectionsPct}{29}
\newcommand{\SPIDfocusOverBudgetCalls}{324{,}386}
\newcommand{\SPIDfocusOverBudgetCallsPct}{46}
\newcommand{\SPIDfocusMeanShownOverBudgetPct}{15.9}
\newcommand{\SPIDmdnaN}{28{,}919}
\newcommand{\SPIDmdnaMedianWords}{9{,}905}
\newcommand{\SPIDmdnaMedianChars}{64{,}194}
\newcommand{\SPIDmdnaShownMedianPct}{9.3}
\newcommand{\SPIDmdnaLastShownMedianPct}{16}
\newcommand{\SPIDmdnaShownLtTwentyFivePct}{90.5}
\newcommand{\SPIDmsgTruncatedN}{0}
\newcommand{\SPIDmentionsFromLtTwentyFive}{193{,}416}
\newcommand{\SPIDmentionsFromLtTwentyFivePct}{62.7}
\newcommand{\SPIDmdnaShownPTenPct}{4.3}
\newcommand{\SPIDmdnaShownPNinetyPct}{24}
\newcommand{\SPIDmdnaHitsShownMedianPct}{15.6}
\newcommand{\SPIDbusinessShownMedianPct}{15.7}
\newcommand{\SPIDriskShownMedianPct}{10.1}
\newcommand{\SPIDtenQmdnaShownMedianPct}{13.2}
\newcommand{\SPIDtenQfinShownMedianPct}{10.6}
\newcommand{\SPIDcapexVocabShownMdnaPct}{5.8}
\newcommand{\SPIDcapexVocabShownBusinessPct}{10.0}
\newcommand{\SPIDcapexVocabShownTenQmdnaPct}{8.3}
\newcommand{\SPIDeightKWholePct}{91}
\newcommand{\SPIDmentionsFromLtTwentyFiveTenK}{84}
\newcommand{\SPIDmentionsFromLtTwentyFiveTenQ}{79}
\newcommand{\SPIDmentionsFromLtTwentyFiveEightK}{6}
\newcommand{\SPIDplateauLow}{0.4}
\newcommand{\SPIDplateauHigh}{1.5}
\newcommand{\SPIDplateauRange}{1.2--1.6}
\newcommand{\SPIDplateauKchars}{20{,}000}
\newcommand{\SPIDmentionsPerTenKShownChars}{2.5}
\newcommand{\SPIDshortMdnaN}{169}
\newcommand{\SPIDshortMdnaDenom}{29{,}088}
\newcommand{\SPIDshortMdnaPct}{0.6}
\newcommand{\SPIDshortMdnaIncorporatedN}{430}
\newcommand{\SPIDrulesFocusRecovered}{84{,}841}
\newcommand{\SPIDrulesFocusTotal}{324{,}237}
\newcommand{\SPIDrulesFocusRecoveredPct}{26.2}
\newcommand{\SPIDrulesFocusBusinessPct}{36.9}
\newcommand{\SPIDrulesFocusMdnaPct}{20.8}
\newcommand{\SPIDrulesFocusTenQmdnaPct}{25.1}
\newcommand{\SPIDrulesFocusEightKPct}{84.2}
\newcommand{\SPIDrulesSampleProductive}{30{,}000}
\newcommand{\SPIDrulesSampleZero}{30{,}000}
\newcommand{\SPIDrulesFlagPct}{39.5}
\newcommand{\SPIDrulesAgreementPct}{71.2}
\newcommand{\SPIDrulesLlmOnlyPct}{2.1}
\newcommand{\SPIDrulesOnlyPct}{26.6}
\newcommand{\SPIDrulesTypeOverlapPct}{84.6}
\newcommand{\SPIDrulesGivenLlmTenK}{97.4}
\newcommand{\SPIDrulesGivenLlmTenQ}{94.4}
\newcommand{\SPIDrulesGivenLlmEightK}{69.2}
\newcommand{\SPIDrulesGivenLlmJune}{79.8}
\newcommand{\SPIDrulesGivenLlmOctober}{86.7}
\newcommand{\SPIDrulesTypeMa}{96.8}
\newcommand{\SPIDrulesTypeGeo}{36.5}
\newcommand{\SPIDrulesTypeCapex}{55.2}
\newcommand{\SPIDrulesTypePlant}{40.7}
\newcommand{\SPIDrulesTypeDrug}{92.5}
\newcommand{\SPIDrulesTypeCost}{76.9}
\newcommand{\SPIDfinMentions}{22{,}412}
\newcommand{\SPIDfinMentionsPct}{7.3}
\newcommand{\SPIDfinAmountB}{17.8}
\newcommand{\SPIDfinAmountDenomB}{104.2}
\newcommand{\SPIDfinAmountSharePct}{17.1}
\newcommand{\SPIDfinUnregPct}{54.5}
\newcommand{\SPIDfinUnregN}{5{,}179}
\newcommand{\SPIDfinUnregDenom}{9{,}506}
\newcommand{\SPIDfinFinStatementsPct}{2.4}
\newcommand{\SPIDfinControlsPct}{0.2}
\newcommand{\SPIDfinProjectsRep}{12{,}027}
\newcommand{\SPIDfinProjectsRepPct}{9.9}
\newcommand{\SPIDfinProjectsAny}{13{,}139}
\newcommand{\SPIDitemTwoPairs}{77{,}869}
\newcommand{\SPIDunregMedianWords}{602}
\newcommand{\SPIDtenQmdnaMedianWords}{7{,}573}
\newcommand{\SPIDunregGtThreeK}{1{,}001}
\newcommand{\SPIDunregGtThreeKPct}{1.3}
\newcommand{\SPIDswapCandidates}{296}
\newcommand{\SPIDunregLongThreshold}{3{,}000}
\newcommand{\SPIDunregGtThreeKMentions}{425}
\newcommand{\SPIDfinEightKPct}{19.2}
\newcommand{\SPIDfinMaPct}{7.0}
\newcommand{\SPIDfinCapexPct}{52.6}
\newcommand{\SPIDfinCostPct}{16.4}
\newcommand{\SPIDfinTermRepurchase}{10{,}886}
\newcommand{\SPIDfinTermSeniorNotes}{3{,}375}
\newcommand{\SPIDfinTermTermLoan}{2{,}263}
\newcommand{\SPIDcapexProjectsExcl}{4{,}725}
\newcommand{\SPIDcostProjectsExcl}{5{,}403}
\newcommand{\SPIDmaProjectsExcl}{37{,}527}
\newcommand{\SPIDcapexShareExcl}{4.3}
\newcommand{\SPIDeightKItemCodePct}{99.7}
\newcommand{\SPIDbenchMaGivenTwoOhOne}{0.911}
\newcommand{\SPIDbenchMaGivenTwoOhOneCiLow}{0.903}
\newcommand{\SPIDbenchMaGivenTwoOhOneCiHigh}{0.918}
\newcommand{\SPIDbenchTwoOhOneN}{5{,}456}
\newcommand{\SPIDbenchMaBase}{0.095}
\newcommand{\SPIDbenchMaGivenEightOhOne}{0.199}
\newcommand{\SPIDbenchMaGivenFiveOhTwo}{0.031}
\newcommand{\SPIDbenchItemsGivenMa}{0.467}
\newcommand{\SPIDbenchCostGivenTwoOhFive}{0.709}
\newcommand{\SPIDbenchCostGivenTwoOhFiveCiLow}{0.687}
\newcommand{\SPIDbenchCostGivenTwoOhFiveCiHigh}{0.730}
\newcommand{\SPIDbenchTwoOhFiveN}{1{,}700}
\newcommand{\SPIDbenchCostLift}{92}
\newcommand{\SPIDbenchTwoOhFiveGivenCost}{0.392}
\newcommand{\SPIDbenchPartnershipGivenOneOhOne}{0.040}
\newcommand{\SPIDbenchPartnershipBase}{0.011}
\newcommand{\SPIDannSeed}{20261105}
\newcommand{\SPIDannStrata}{192}
\newcommand{\SPIDannNProductive}{1{,}677}
\newcommand{\SPIDannNZero}{385}
\newcommand{\SPIDannZeroGatePass}{285}
\newcommand{\SPIDannZeroGateReject}{100}
\newcommand{\SPIDannDeffProductive}{3.4}
\newcommand{\SPIDannDeffZero}{1.2}
\newcommand{\SPIDannHalfWidthPrecision}{4.4}
\newcommand{\SPIDannMde}{7.8}
\newcommand{\SPIDannFloor}{10}
\newcommand{\SPIDannOversample}{2}
\newcommand{\SPIDannPopProductive}{168{,}230}
\newcommand{\SPIDannPopZero}{954{,}868}
\newcommand{\SPIDannHalfWidthFn}{2.4}
\newcommand{\SPIDannCore}{510}
\newcommand{\SPIDannDev}{1{,}058}
\newcommand{\SPIDannHoldout}{1{,}004}
\newcommand{\SPIDannTextChars}{2{,}000}
\newcommand{\SPIDannFrameMb}{77}
\newcommand{\SPIDfirstSeenLastYear}{6{,}694}
\newcommand{\SPIDfixedCohortIssuers}{1{,}389}
\newcommand{\SPIDfixedCohortMentionsPerIssuerFirst}{9.6}
\newcommand{\SPIDfixedCohortMentionsPerIssuerLast}{8.8}
\newcommand{\SPIDfixedCohortNewPerIssuerFirst}{4.7}
\newcommand{\SPIDfixedCohortNewPerIssuerLast}{2.8}
\newcommand{\SPIDfixedCohortFirstSeenFirst}{6{,}533}
\newcommand{\SPIDfixedCohortFirstSeenLast}{3{,}926}
\newcommand{\SPIDepisodesKthree}{131{,}823}
\newcommand{\SPIDepisodesKfive}{126{,}318}
\newcommand{\SPIDdualClassCiks}{18}
\newcommand{\SPIDuniverseBoth}{491}
\newcommand{\SPIDuniverseSpOnly}{9}
\newcommand{\SPIDuniverseRuOnly}{2{,}064}
\newcommand{\SPIDrussellGapMax}{441}
\newcommand{\SPIDrussellGapMaxPct}{14.7}
\newcommand{\SPIDfactsheetDate}{September~30, 2026}
\newcommand{\SPIDiwvHoldingsDate}{October~23, 2026}
\newcommand{\SPIDiwvFetchDate}{October~27, 2026}
\newcommand{\SPIDspWikipediaRows}{503}
\newcommand{\SPIDspWikipediaDate}{May~25, 2026}
\newcommand{\SPIDtickerMapSize}{10{,}430}
\newcommand{\SPIDissuersFilingsNoProject}{7}
\newcommand{\SPIDparseErrors}{14}
\newcommand{\SPIDfilingsNotParsedPct}{0.003}
\newcommand{\SPIDspidDbGb}{3.2}
\newcommand{\SPIDcorpusDbGb}{68}
\newcommand{\SPIDcorpusParquetGb}{29.1}
\newcommand{\SPIDrequirementsLockPackages}{88}
\newcommand{\SPIDpythonVersion}{3.12.15}
\newcommand{\SPIDduckdbVersion}{2.0.0}
\newcommand{\SPIDtestsN}{22}
\newcommand{\SPIDsnapshotFilesN}{nine}
\newcommand{\SPIDannualPanelRows}{32{,}852}
\newcommand{\SPIDquarterlyPanelRows}{128{,}043}
\newcommand{\SPIDmentionsPerProjectDrug}{4.99}
\newcommand{\SPIDmentionsPerProjectTechDeploy}{1.63}
\newcommand{\SPIDnCostReduction}{6{,}481}
\newcommand{\SPIDamountPTwentyFiveMusd}{23}
\newcommand{\SPIDspanZeroN}{67{,}170}
\newcommand{\SPIDconfShareHalf}{0.5}
\newcommand{\SPIDkgEdgesOwns}{121{,}099}
\newcommand{\SPIDkgEdgesLocatedIn}{54{,}583}
\newcommand{\SPIDkgEdgesUses}{28{,}774}
\newcommand{\SPIDprojectsPerIssuerMax}{240}
\newcommand{\SPIDfocusWindowBefore}{220}
\newcommand{\SPIDfocusWindowAfter}{380}
\newcommand{\SPIDfocusEmitBudget}{9{,}000}
\newcommand{\SPIDfocusCollectBudget}{12{,}600}
\newcommand{\SPIDuserMessageCap}{14{,}000}
\newcommand{\SPIDconfDefault}{0.6}
\newcommand{\SPIDconfThreshold}{0.45}
\newcommand{\SPIDcompletionTokens}{2{,}000}
\newcommand{\SPIDlistItemsMax}{eight}
\newcommand{\SPIDlistItemChars}{120}
\newcommand{\SPIDidNameChars}{40}
\newcommand{\SPIDretries}{three}
\newcommand{\SPIDtimeoutSeconds}{120}
\newcommand{\SPIDminWords}{30}
\newcommand{\SPIDchunkWords}{512}
\newcommand{\SPIDchunkOverlap}{64}
\newcommand{\SPIDmaxFileMb}{50}
\newcommand{\SPIDcooldownSeconds}{65}
\newcommand{\SPIDsecRateLimit}{ten}
\newcommand{\SPIDacqGatewayDivisor}{nine}
\newcommand{\SPIDacqNewDocs}{about 400{,}000}
\newcommand{\SPIDacqHours}{seven}
\newcommand{\SPIDacqReqPerSec}{17}
\newcommand{\SPIDacqNodes}{ten}
\newcommand{\SPIDacqNodeRate}{0.9}
\newcommand{\SPIDacqGatewayRate}{one}
\newcommand{\SPIDparseFilingsPerSec}{100}
\newcommand{\SPIDparseMinutesRange}{five to thirteen}
\newcommand{\SPIDembedMinutesRange}{15--40}
\newcommand{\SPIDmergeMinutes}{seven}
\newcommand{\SPIDtotalCostUsd}{775}
\newcommand{\SPIDstabilitySections}{500}
\newcommand{\SPIDstabilityCalls}{about 2{,}500}
\newcommand{\SPIDembeddingDim}{384}
\newcommand{\SPIDfactorAnchors}{8}
\newcommand{\SPIDtenKsectionsMax}{fourteen}
\newcommand{\SPIDtenQsectionsN}{seven}
\newcommand{\SPIDprojects}{121{,}099}
\newcommand{\SPIDmentions}{308{,}065}
\newcommand{\SPIDissuersWithProjects}{2{,}492}
\newcommand{\SPIDissuersWithFilings}{2{,}499}
\newcommand{\SPIDissuersWithoutFilings}{65}
\newcommand{\SPIDsectionsTotal}{1{,}342{,}283}
\newcommand{\SPIDchunks}{10{,}720{,}890}
\newcommand{\SPIDprojectsWithLocation}{54{,}583}
\newcommand{\SPIDprojectsTokenKeyedShare}{54.9}
\newcommand{\SPIDprojectsPerIssuerMean}{48.6}
\newcommand{\SPIDprojectsPerIssuerMedian}{42}
\newcommand{\SPIDmentionsPerProject}{2.54}
\newcommand{\SPIDextractedAtFirst}{2026-10-27 13:12:32}
\newcommand{\SPIDextractedAtLast}{2026-10-28 11:15:49}
\newcommand{\SPIDtenKmdnaMedianWords}{9{,}905}
\newcommand{\SPIDannualPanelFirms}{2{,}499}
\newcommand{\SPIDspFiveHundredCiks}{500}
\newcommand{\SPIDrunSpFiveZeroZeroRunLog}{project-db/logs/extract.log}
\newcommand{\SPIDrunSpFiveZeroZeroRunWorkers}{16}
\newcommand{\SPIDrunSpFiveZeroZeroRunBatch}{15}
\newcommand{\SPIDrunSpFiveZeroZeroRunCiks}{500}
\newcommand{\SPIDrunSpFiveZeroZeroRunSectionsLogged}{153894}
\newcommand{\SPIDrunSpFiveZeroZeroRunLedgerRowsBackfilled}{154964}
\newcommand{\SPIDrunSpFiveZeroZeroRunMentionsBackfilled}{39930}
\newcommand{\SPIDrunSpFiveZeroZeroRunLlmCallFailed}{3}
\newcommand{\SPIDrunRussellRunLog}{data/logs/spid\_extract.log}
\newcommand{\SPIDrunRussellRunWorkers}{24}
\newcommand{\SPIDrunRussellRunLedgerRows}{968134}
\newcommand{\SPIDrunRussellRunExtractedAtFirst}{2026-10-27 13:12:32.140400}
\newcommand{\SPIDrunRussellRunExtractedAtLast}{2026-10-28 11:15:49.150818}
\newcommand{\SPIDrunRussellRunLlmCallFailed}{94609}
\newcommand{\SPIDrunRussellRunSectionFailed}{0}
\newcommand{\SPIDbrief}{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}