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13F-HR filed by PNC Financial Services Group, Inc.

PNC Financial Services Group, Inc. filed this 13F-HR for the quarter ended 2022-09-30, filed 2022-11-10, with 4,585 holding rows worth $95,639,672,000 by the sum of the rows.

Accession
0000950123-22-011367
Filed
2022-11-10
Accepted by EDGAR
acceptance time not in the bulk data set
Ingested
Source
SEC quarterly data set

Original filing

13F report for Q3 2022

A holdings report, 4,408 entries on the cover page, a total value of $82,406,002,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $95,639,672,000 with VALUE read as thousands by filing date, 13F file number 028-01235. The quarter's positions are built on this report. The resolved quarter.

The cover page states a total of $82,406,002,000, 14% less than the sum of the rows, $95,639,672,000. This page uses the sum of the rows.

Other managers

  • included managerPNC Bank, National Association 028-05284
  • included managerPNC Delaware Trust Company 028-13663
  • included managerPNC Investments LLC 028-16415
  • included managerPNC Investment Capital Corp

The information table after summing rows of one CUSIP and put or call (H4), with the CUSIP and issuer name as filed. Values in dollars after the unit check (method).

Issuer as filedCUSIPClassAmountValueValue read asType
Eli Lilly and Company532457108COM52,040,102$16,827,169,000thousands by filing date
ISHARES TR CORE S&P 500 ETF464287200SHS8,882,579$3,185,737,000thousands by filing date
Apple Inc037833100COM22,934,377$3,169,531,000thousands by filing date
Microsoft Corp594918104COM10,668,823$2,484,770,000thousands by filing date
V F CORP COM918204108Stock77,449,657$2,316,519,000thousands by filing date
INVESCO QQQ TR46090E103COM7,406,231$1,979,389,000thousands by filing date
SPY78462F103SHS4,493,256$1,604,901,000thousands by filing date
Johnson & Johnson478160104COM7,157,003$1,169,168,000thousands by filing date
Procter & Gamble Co742718109COM8,900,051$1,123,631,000thousands by filing date
ERIE INDTY CO CL A29530P102Stock4,916,825$1,093,060,000thousands by filing date
ISHARES TR4642874407-10 YR TRSY BD11,271,793$1,081,980,000thousands by filing date
iShares Core MSCI EAFE ETF46432F842SHS20,089,883$1,058,136,000thousands by filing date
EXXON MOBIL CORP30231G102COM11,745,217$1,025,473,000thousands by filing date
iShares Russell Midcap ETF464287499SHS16,142,307$1,003,247,000thousands by filing date
Home Depot, Inc437076102COM3,581,997$988,416,000thousands by filing date
Alphabet Inc. Reg. Shares A02079K305COM9,022,014$862,954,000thousands by filing date
Merck & Co.,Inc.58933Y105COM9,210,945$793,246,000thousands by filing date
JPMorgan Chase & Co46625H100COM7,423,997$775,808,000thousands by filing date
PepsiCo,Inc.713448108COM4,686,922$765,187,000thousands by filing date
iShares Core S&P Small-Cap ETF464287804SHS8,712,483$759,642,000thousands by filing date
Amazon.com, Inc023135106COM6,321,867$714,371,000thousands by filing date
ISHARES TR464287465MSCI EAFE ETF12,435,499$696,514,000thousands by filing date
ISHARESRUSSELL1000GROWTHETF464287614STOK3,282,440$690,626,000thousands by filing date
McDonalds Corporation580135101COM2,924,693$674,845,000thousands by filing date
IJH464287507COM3,063,620$671,729,000thousands by filing date
AbbVie,Inc.00287Y109COM4,959,987$665,679,000thousands by filing date
UnitedHealth Group Inc91324P102COM1,296,742$654,906,000thousands by filing date
WISDOMTREE TR97717X669US QTLY DIV GRT11,832,784$637,904,000thousands by filing date
iShares Core US Aggregate Bond ETF464287226SHS6,587,287$634,618,000thousands by filing date
Chevron Corporation166764100COM4,235,492$608,514,000thousands by filing date
iShares Russell 2000 ETF464287655SHS3,635,034$599,488,000thousands by filing date
ISHARES TR464288414NATIONAL MUN ETF5,843,316$599,407,000thousands by filing date
Vanguard Value ETF922908744SHS4,761,286$587,923,000thousands by filing date
NextEra Energy,Inc.65339F101COM7,193,584$564,051,000thousands by filing date
BERKSHIRE HATHAWAY INC DEL084670108CL A1,378$560,117,000thousands by filing date
Pfizer Inc.717081103COM12,389,552$542,166,000thousands by filing date
Vanguard Growth922908736COM2,512,690$537,590,000thousands by filing date
ISHARES RUSSELL 1000 ETF464287622ETF2,709,800$534,725,000thousands by filing date
VTI922908769COM2,858,845$513,076,000thousands by filing date
Abbott Laboratories002824100COM5,248,729$507,866,000thousands by filing date
Vanguard Mid-Cap ETF922908629SHS2,658,027$499,656,000thousands by filing date
ISHARES TR464287168COM4,561,591$489,094,000thousands by filing date
Visa Inc92826C839COM2,685,231$477,031,000thousands by filing date
Fidelity MSCI Real Estate Index ETF316092857SHS19,173,717$458,636,000thousands by filing date
ISHARES RUSSELL 1000 VALUE ETF464287598ETF3,291,208$447,572,000thousands by filing date
VWO922042858SHS11,775,699$429,696,000thousands by filing date
iShares Core MSCI Emerging Markets ETF46434G103SHS9,979,071$428,902,000thousands by filing date
Coca-Cola Company191216100COM7,607,915$426,195,000thousands by filing date
Union Pacific Corporation907818108COM2,146,429$418,167,000thousands by filing date
Vanguard FTSE All-World ex-US ETF922042775SHS8,833,384$391,850,000thousands by filing date
Bristol-Myers Squibb Company110122108COM5,203,638$369,927,000thousands by filing date
Cisco Systems,Inc.17275R102COM9,129,405$365,177,000thousands by filing date
KONTOOR BRANDS INC50050N103COM10,840,099$364,334,000thousands by filing date
iShares Core Dividend Growth ETF46434V621SHS7,731,424$343,816,000thousands by filing date
SPDR S&P Midcap 400 ETF Trust78467Y107SHS830,143$333,436,000thousands by filing date
VANGUARD INDEX FDS922908637LARGE CAP ETF2,037,838$333,308,000thousands by filing date
Vanguard Small-Cap ETF922908751SHS1,932,235$330,239,000thousands by filing date
Alphabet Inc. Reg. Shares C02079K107COM3,368,051$323,837,000thousands by filing date
Automatic Data Processing,Inc.053015103COM1,397,141$316,020,000thousands by filing date
Vanguard Real Estate922908553SHS3,905,628$313,114,000thousands by filing date
Berkshire Hathaway Inc084670702COM1,132,435$302,381,000thousands by filing date
Costco Wholesale Corporation22160K105COM639,562$302,044,000thousands by filing date
iShares S&P 500 Growth ETF464287309SHS5,166,574$298,886,000thousands by filing date
Vanguard FTSE Developed Markets ETF921943858SHS8,083,058$293,900,000thousands by filing date
Verizon Communications Inc92343V104COM7,659,958$290,848,000thousands by filing date
Vanguard Total Bond Market ETF921937835SHS4,054,140$289,181,000thousands by filing date
Lockheed Martin Corporation539830109COM705,943$272,699,000thousands by filing date
ISHARES RUSSELL MID-CAP GROWTH ETF464287481ETF3,399,609$266,632,000thousands by filing date
Vanguard Mid-Cap Growth ETF922908538SHS1,540,789$262,768,000thousands by filing date
Amgen Inc.031162100COM1,156,092$260,584,000thousands by filing date
PNC FINL SVCS GROUP INC COM693475105Stock1,718,472$256,773,000thousands by filing date
iShares MSCI USA Min Vol Factor ETF46429B697SHS3,850,642$254,526,000thousands by filing date
MasterCard, Inc57636Q104COM889,836$253,015,000thousands by filing date
Bank of America Corp060505104COM8,304,854$250,807,000thousands by filing date
Broadcom Inc.11135F101COM564,616$250,696,000thousands by filing date
Intel Corp458140100COM9,660,999$248,965,000thousands by filing date
Vanguard Mid-Cap Value ETF922908512SHS2,012,784$245,097,000thousands by filing date
S&P Global,Inc.78409V104COM799,236$244,047,000thousands by filing date
Philip Morris International Inc.718172109COM2,933,944$243,547,000thousands by filing date
Oracle Corporation68389X105COM3,938,514$240,523,000thousands by filing date
ISHARES MSCI USA QUALITY FACTOR ETF46432F339ETF2,307,790$239,873,000thousands by filing date
WISDOMTREE TR97717W307US LARGECAP DIVD4,269,205$235,916,000thousands by filing date
WEC ENERGY GROUP INC COM92939U106Stock2,621,724$234,463,000thousands by filing date
Texas Instruments Incorporated882508104COM1,506,136$233,120,000thousands by filing date
Walt Disney Co254687106COM2,410,537$227,386,000thousands by filing date
Accenture Plc Class AG1151C101COM870,812$224,059,000thousands by filing date
ISHARES TR464287234MSCI EMG MKT ETF6,396,876$223,123,000thousands by filing date
ISHARES 1-5 YEAR INVESTMENT GRADE CORPORATE BOND ETF464288646ETF4,501,182$221,820,000thousands by filing date
iShares iBoxx Inv Grade Corporate Bond ETF464287242SHS2,142,223$219,471,000thousands by filing date
Stryker Corporation863667101COM1,079,183$218,577,000thousands by filing date
Vanguard Small-Cap Growth ETF922908595SHS1,116,522$217,867,000thousands by filing date
Comcast Corp20030N101COM7,380,905$216,482,000thousands by filing date
3M CO COM88579Y101Stock1,959,112$216,482,000thousands by filing date
United Parcel Service,Inc. Class B911312106COM1,329,629$214,789,000thousands by filing date
iShares TIPS Bond ETF464287176SHS2,041,121$214,113,000thousands by filing date
Morgan Stanley617446448COM2,701,889$213,475,000thousands by filing date
iShares MSCI EAFE Value ETF464288877SHS5,507,803$212,216,000thousands by filing date
Raytheon Technologies Corporation75513E101COM2,518,522$206,165,000thousands by filing date
TARGET CORP COM87612E106Stock1,389,089$206,127,000thousands by filing date
CVS Health Corporation126650100COM2,085,513$198,894,000thousands by filing date
Walmart Inc.931142103COM1,493,966$193,767,000thousands by filing date
BLACKROCK INC CL A COM09247X101COM336,597$185,223,000thousands by filing date
ISHARES RUSSELL MID-CAP VALUE ETF464287473ETF1,907,545$183,220,000thousands by filing date
ISHARES TR464287648RUS 2000 GRW ETF880,257$181,853,000thousands by filing date
ISHARES TR464287887S&P SML 600 GWT1,771,193$180,076,000thousands by filing date
Honeywell Technologies438516106COM1,072,384$179,056,000thousands by filing date
Vanguard Small-Cap Value ETF922908611SHS1,222,066$175,244,000thousands by filing date
iShares S&P 500 Value ETF464287408SHS1,348,558$173,317,000thousands by filing date
META PLATFORMS INC CL A30303M102COM1,228,031$166,617,000thousands by filing date
Waste Management, Inc.94106L109COM1,035,769$165,940,000thousands by filing date
NIKE,Inc. Class B654106103COM1,995,798$165,892,000thousands by filing date
iShares Core Total USD Bond Market ETF46434V613SHS3,699,211$164,616,000thousands by filing date
ISHARES TR464287630RUS 2000 VAL ETF1,241,317$160,043,000thousands by filing date
ILLINOIS TOOL WKS INC452308109COM872,339$157,588,000thousands by filing date
AIR PRODS & CHEMS INC009158106COM672,633$156,542,000thousands by filing date
EMERSON ELEC CO COM291011104Stock2,135,907$156,391,000thousands by filing date
INVESCO EXCHANGE TRADED FD T46137V613RAFI US 1000 ETF1,111,537$154,247,000thousands by filing date
International Business Machines Corporation459200101COM1,269,438$150,822,000thousands by filing date
Deere & Company244199105COM450,844$150,533,000thousands by filing date
USBANCORPDEL902973304COM NEW3,732,842$150,509,000thousands by filing date
Vanguard Mega Cap Growth ETF921910816SHS856,348$149,254,000thousands by filing date
American Express Company025816109COM1,102,739$148,771,000thousands by filing date
Thermo Fisher Scientific Inc.883556102COM283,626$143,852,000thousands by filing date
Qualcomm Incorporated747525103COM1,232,905$139,295,000thousands by filing date
VANGUARD MORNINGSTAR MEGA CAP VALUE ETF921910840ETF1,542,512$138,688,000thousands by filing date
ISHARES MSCI EAFE SMALL-CAP ETF464288273ETF2,773,107$135,272,000thousands by filing date
ISHARES TR464287606S&P MC 400GR ETF2,135,178$134,560,000thousands by filing date
AMERICAN WTR WKS CO INC NEW COM030420103Stock1,030,654$134,149,000thousands by filing date
Technology Select Sector SPDR Fund81369Y803SHS1,126,992$133,866,000thousands by filing date
iShares Floating Rate Bond ETF46429B655SHS2,648,983$133,165,000thousands by filing date
TRUIST FINL CORP COM89832Q109Stock3,051,604$132,867,000thousands by filing date
SCHWAB STRATEGIC TR808524888INTL SCEQT ETF4,776,660$132,552,000thousands by filing date
PPG INDS INC COM693506107Stock1,191,236$131,857,000thousands by filing date
Chubb LimitedH1467J104COM709,551$129,053,000thousands by filing date
Cigna Corporation125523100COM461,912$128,166,000thousands by filing date
Eaton Corp. PlcG29183103COM957,638$127,711,000thousands by filing date
Mondelez International,Inc. Class A609207105COM2,328,344$127,663,000thousands by filing date
CDW CORP COM12514G108Stock797,064$124,407,000thousands by filing date
Goldman Sachs Group,Inc.38141G104COM422,963$123,950,000thousands by filing date
MOTOROLA SOLUTIONS INC COM NEW620076307Stock548,049$122,746,000thousands by filing date
LAM RESEARCH CORP512807108COM333,634$122,111,000thousands by filing date
ConocoPhillips20825C104COM1,147,943$117,482,000thousands by filing date
NORTHROP GRUMMAN CORP COM666807102Stock246,617$115,989,000thousands by filing date
GENERAL MILLS INC COM370334104Stock1,512,332$115,858,000thousands by filing date
ISHARES TR464287457COM1,420,238$115,338,000thousands by filing date
CINTAS CORP COM172908105Stock296,740$115,192,000thousands by filing date
AUTOZONE INC COM053332102Stock52,855$113,211,000thousands by filing date
AMERIPRISE FINL INC COM03076C106Stock448,632$113,031,000thousands by filing date
VGT92204A702SHS354,130$108,848,000thousands by filing date
ISHARES TR464288257MSCI ACWI ETF1,351,894$105,217,000thousands by filing date
DOMINION ENERGY INC COM25746U109Stock1,518,280$104,928,000thousands by filing date
BLACKSTONE INC09260D107COM1,252,148$104,804,000thousands by filing date
HERSHEY CO COM427866108Stock473,683$104,432,000thousands by filing date
NORFOLK SOUTHN CORP COM655844108Stock485,795$101,848,000thousands by filing date
Wells Fargo & Company949746101COM2,528,761$101,705,000thousands by filing date
ISHARES TR464288638ISHS 5-10YR INVT2,095,574$101,175,000thousands by filing date
iShares MSCI USA Momentum Factor ETF46432F396SHS771,131$101,154,000thousands by filing date
Tesla Motors, Inc88160R101COM373,822$99,156,000thousands by filing date
SPDR SERIES TRUST78468R739ST NUVE TERM ETF2,126,196$97,997,000thousands by filing date
iShares S&P Mid-Cap 400 Value ETF464287705SHS1,068,576$96,172,000thousands by filing date
ZOETIS INC CL A98978V103Stock639,889$94,889,000thousands by filing date
ISHARES MSCI EAFE GROWTH ETF464288885ETF1,278,004$92,733,000thousands by filing date
Altria Group Inc02209S103COM2,278,848$92,019,000thousands by filing date
QUANTA SVCS INC74762E102COM713,127$90,844,000thousands by filing date
Vanguard High Dividend Yield ETF921946406SHS954,052$90,520,000thousands by filing date
iShares S&P Small-Cap 600 Value ETF464287879SHS1,051,944$86,734,000thousands by filing date
CSX Corporation126408103COM3,254,575$86,702,000thousands by filing date
PRICE T ROWE GROUP INC COM74144T108Stock824,721$86,604,000thousands by filing date
Lowes Companies,Inc.548661107COM455,987$85,640,000thousands by filing date
INVESCO EXCH TRADED FD TR II46138E354S&P500 LOW VOL1,463,225$84,619,000thousands by filing date
CROWN CASTLE INC COM22822V101REIT584,317$84,463,000thousands by filing date
Real Estate Select Sector SPDR Fund81369Y860SHS2,341,008$84,301,000thousands by filing date
KIMBERLY-CLARK CORP COM494368103Stock743,165$83,635,000thousands by filing date
Danaher Corporation235851102COM321,300$82,989,000thousands by filing date
PGIM ETF TR69344A107PGIM ULTRA SH BD1,685,909$82,743,000thousands by filing date
GENERAL DYNAMICS CORP COM369550108Stock386,961$82,103,000thousands by filing date
ISHARES TR464288802ESG OPTIMIZED1,039,932$78,940,000thousands by filing date
Marsh & McLennan Companies,Inc.571748102COM528,514$78,904,000thousands by filing date
COLGATE PALMOLIVE CO COM194162103Stock1,106,530$77,734,000thousands by filing date
AT&T Inc00206R102COM4,998,794$76,681,000thousands by filing date
SPDR SER TR78464A359BBG CONV SEC ETF1,208,458$76,495,000thousands by filing date
NVIDIA Corp67066G104COM628,995$76,352,000thousands by filing date
PAYCHEX INC704326107COM677,479$76,020,000thousands by filing date
American Tower Corporation03027X100COM353,521$75,900,000thousands by filing date
INTERPUBLIC GROUP COS460690100COM2,964,903$75,900,000thousands by filing date
ISHARES TR46432F388MSCI USA VALUE917,604$75,115,000thousands by filing date
ISHARES CORE S&P U.S. GROWTH ETF464287671ETF934,754$74,948,000thousands by filing date
Schlumberger Limited806857108COM2,075,327$74,506,000thousands by filing date
Energy Select Sector SPDR Fund81369Y506SHS1,030,804$74,239,000thousands by filing date
ALLEGHANY CORP DEL017175100COM88,173$74,009,000thousands by filing date
VANGUARD TAX-EXEMPT BOND ETF922907746ETF1,490,822$71,768,000thousands by filing date
AMERICAN ELEC PWR CO INC COM025537101Stock802,469$69,373,000thousands by filing date
SPDR MSCI ACWI EX-US ETF78463X848COM3,236,165$68,638,000thousands by filing date
ISHARES TR4642886613 7 YR TREAS BD593,322$67,805,000thousands by filing date
ISHARES TR464287101S&P 100 ETF416,753$67,723,000thousands by filing date
ISHARES TR464288372COM1,605,534$67,158,000thousands by filing date
SPDR SERIES TRUST78464A607ST STR DOW REIT788,986$66,480,000thousands by filing date
FORTINET INC COM34959E109Stock1,339,972$65,832,000thousands by filing date
EDWARDS LIFESCIENCES CORP COM28176E108Stock794,779$65,672,000thousands by filing date
BROWN FORMAN CORP CL B115637209Stock976,496$65,005,000thousands by filing date
PARKER-HANNIFIN CORP COM701094104Stock265,218$64,265,000thousands by filing date
Caterpillar Inc.149123101COM389,937$63,981,000thousands by filing date
Vanguard Intermediate-Term Corporate Bond ETF92206C870SHS836,092$63,275,000thousands by filing date
ISHARES TR464288281JPMORGAN USD EMG795,618$63,173,000thousands by filing date
ISHARES TR464287689RUSSELL 3000 ETF305,039$63,156,000thousands by filing date
STATE STR SPDR DOW JONES IND78467X109UT SER 1219,222$62,982,000thousands by filing date
SPDR SER TR78468R622BLOOMBERG HIGH Y711,402$62,498,000thousands by filing date
FOX CORP CL A COM35137L105Stock1,999,133$61,333,000thousands by filing date
SPDR GOLD TR78463V107GOLD SHS395,990$61,247,000thousands by filing date
AVERY DENNISON CORP COM053611109Stock376,433$61,245,000thousands by filing date
EXTRA SPACE STORAGE INC COM30225T102REIT351,468$60,701,000thousands by filing date
General Electric Company369604301COM973,790$60,288,000thousands by filing date
PHILLIPS 66 COM718546104Stock738,944$59,648,000thousands by filing date
Duke Energy Corporation26441C204COM637,970$59,344,000thousands by filing date
Schwab US REIT ETF808524847SHS3,149,310$58,861,000thousands by filing date
HUBBELL INC COM443510607Stock263,054$58,661,000thousands by filing date
VANGUARD SCOTTSDALE FDS92206C714COM974,661$58,177,000thousands by filing date
ISHARES TR464287739U.S. REAL ES ETF714,120$58,144,000thousands by filing date
BECTON DICKINSON & CO075887109COM259,103$57,736,000thousands by filing date
ALLSTATE CORP COM020002101Stock458,154$57,054,000thousands by filing date
VANGUARD SCOTTSDALE FDS92206C680COM1,049,538$56,895,000thousands by filing date
TOTALENERGIES SE89151E109SPONSORED ADS1,216,887$56,607,000thousands by filing date
Starbucks Corporation855244109COM654,438$55,142,000thousands by filing date
Progressive Corporation743315103COM467,980$54,382,000thousands by filing date
NASDAQ INC COM631103108Stock956,502$54,214,000thousands by filing date
ISHARES TR464287556ISHARES BIOTECH459,551$53,750,000thousands by filing date
SPDR SERIES TRUST78464A474ST SHOR CORP ETF1,795,887$52,475,000thousands by filing date
ADVANCED DRAIN SYS INC DEL COM00790R104Stock420,909$52,348,000thousands by filing date
MGC921910873COM416,733$52,017,000thousands by filing date
SPDR S&P Dividend ETF78464A763SHS462,565$51,576,000thousands by filing date
TAIWAN SEMICONDUCTOR MFG874039100SPONSORED ADS737,565$50,567,000thousands by filing date
Intuit Inc.461202103COM130,462$50,531,000thousands by filing date
Boeing Company097023105COM416,637$50,447,000thousands by filing date
BUNGE LTDG16962105COM608,680$50,258,000thousands by filing date
TRAVELERS COMPANIES INC COM89417E109Stock327,407$50,161,000thousands by filing date
DUPONT DE NEMOURS INC COM26614N102Stock994,630$50,131,000thousands by filing date
CORTEVA INC COM22052L104Stock874,904$50,001,000thousands by filing date
ISHARES TR46432F834COM975,839$49,690,000thousands by filing date
Netflix, Inc64110L106COM209,553$49,337,000thousands by filing date
Vanguard Short-Term Bond ETF921937827SHS649,027$48,560,000thousands by filing date
MOODYS CORP COM615369105Stock195,838$47,611,000thousands by filing date
iShares Gold Trust464285204COM1,495,790$47,162,000thousands by filing date
AMPHENOL CORP NEW032095101COM702,615$47,048,000thousands by filing date
VANGUARD HEALTH CARE ETF92204A504ETF210,099$47,000,000thousands by filing date
DOLLAR GEN CORP COM256677105Stock195,109$46,799,000thousands by filing date
Health Care Select Sector SPDR Fund81369Y209SHS384,686$46,589,000thousands by filing date
DOW HLDGS INC COM260557103Stock1,053,631$46,288,000thousands by filing date
Schwab Short Term US Treasury ETF808524862SHS955,025$46,090,000thousands by filing date
STATE STREET78464A813EXCHANGE TRADED607,511$45,982,000thousands by filing date
WABTEC COM929740108Stock564,298$45,903,000thousands by filing date
ISHARES TR464288612INTRM GOV CR ETF448,068$45,563,000thousands by filing date
Vanguard FTSE All-World ex-US Small-Cap ETF922042718SHS488,250$45,313,000thousands by filing date
PAYPALHLDGSINC70450Y103STOK522,541$44,973,000thousands by filing date
CARRIER GLOBAL CORPORATION COM14448C104Stock1,262,101$44,879,000thousands by filing date
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Amendment chain

FilingRoleFiledAcceptedIngested
13F-HR 0000950123-22-011367this filing2022-11-10acceptance time not in the bulk data set