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New Harbor Financial Group, LLC

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13F filer, CIK 1548577, WORCESTER, MA

New Harbor Financial Group, LLC reported $493,326,391 across 56 holdings for the quarter ended 2025-09-30, in a 13F-HR filed 2025-11-07. Its ten largest share positions make up 68.37% of the portfolio.

Filed (acceptance time not in the bulk data set), ingested 13F-HR 0001548577-25-000003

Period
2025-09-30
Reported value
$493M
Holdings
56
Top 10 weight
68.37%
New
8
Sold out
0

Largest buys vs the previous quarter

SecurityShares changeApprox. value
TLTadded+89,076$7.96M
AMLPadded+84,520$3.97M
IEIadded+16,319$1.95M
HGERadded+48,447$1.25M
RSPadded+6,042$1.15M

Ranked by the share change valued at this quarter's implied price (value over shares in the 13F). A position sold out is valued at the previous quarter's price, its last report.

Largest sells vs the previous quarter

SecurityShares changeApprox. value
GDXreduced-255,486-$19.5M
SPTLreduced-200,251-$5.4M
GDXJreduced-19,942-$1.97M
SGDMreduced-11,079-$687K
TEIreduced-30,000-$186K

Ranked by the share change valued at this quarter's implied price (value over shares in the 13F). A position sold out is valued at the previous quarter's price, its last report.

Holdings, Q3 2025

Share positions as resolved from 13F-HR 0001548577-25-000003, largest first. % of portfolio is the value over $493,326,391, the sum of the share positions whose value is usable for ratios (method).

SecurityHistorySharesValue% of portfolioChangeLatest eventTimeline
GDXVANECK ETF TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 1,244,561 shares; 2024Q4: 761,043 shares; 2025Q1: 1,155,787 shares; 2025Q2: 1,118,476 shares; 2025Q3: 862,990 shares 862,990$65.9M13.36%-255,486Timeline
TLTISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 431,258 shares; 2024Q4: 269,987 shares; 2025Q1: 306,276 shares; 2025Q2: 325,213 shares; 2025Q3: 414,289 shares 414,289$37M7.51%+89,076Timeline
RSPINVESCO EXCHANGE TRADED FD TQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: 257,411 shares; 2025Q1: 398,971 shares; 2025Q2: 180,731 shares; 2025Q3: 186,773 shares 186,773$35.4M7.18%+6,042Timeline
EEMISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: 533,270 shares; 2025Q3: 545,907 shares 545,907$29.2M5.91%+12,637Timeline
HGERHARBOR ETF TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 1,020,594 shares; 2024Q4: 1,053,741 shares; 2025Q1: 1,063,490 shares; 2025Q2: 1,080,982 shares; 2025Q3: 1,129,429 shares 1,129,429$29.1M5.91%+48,447Timeline
ILFISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: 964,005 shares; 2025Q3: 1,001,885 shares 1,001,885$28.9M5.87%+37,880Timeline
XLISELECT SECTOR SPDR TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 166,335 shares; 2024Q4: 170,346 shares; 2025Q1: 175,762 shares; 2025Q2: 178,462 shares; 2025Q3: 183,118 shares 183,118$28.2M5.72%+4,656Timeline
EFAISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: 287,581 shares; 2025Q2: 292,337 shares; 2025Q3: 299,813 shares 299,813$28M5.67%+7,476Timeline
XNTKSPDR SERIES TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: 57,854 shares; 2025Q2: 99,932 shares; 2025Q3: 102,554 shares 102,554$27.9M5.66%+2,622Timeline
XLFSELECT SECTOR SPDR TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 271,943 shares; 2024Q4: 472,667 shares; 2025Q1: 484,247 shares; 2025Q2: 492,586 shares; 2025Q3: 510,406 shares 510,406$27.5M5.57%+17,820Timeline
IEIISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: 210,656 shares; 2025Q2: 211,969 shares; 2025Q3: 228,288 shares 228,288$27.3M5.53%+16,319Timeline
AMLPALPS ETF TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 241,299 shares; 2024Q4: 246,071 shares; 2025Q1: 465,660 shares; 2025Q2: 486,012 shares; 2025Q3: 570,532 shares 570,532$26.8M5.43%+84,520Timeline
XLUSELECT SECTOR SPDR TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 317,871 shares; 2024Q4: 319,538 shares; 2025Q1: not reported; 2025Q2: 245,941 shares; 2025Q3: 253,695 shares 253,695$22.1M4.48%+7,754Timeline
SLVISHARES SILVER TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: 23,762 shares; 2025Q1: 11,610 shares; 2025Q2: 380,448 shares; 2025Q3: 399,216 shares 399,216$16.9M3.43%+18,768Timeline
EMLCVANECK ETF TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: 501,246 shares; 2025Q2: 515,493 shares; 2025Q3: 554,342 shares 554,342$14.1M2.87%+38,849Timeline
CEFSPROTT ASSET MANAGEMENT LPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 364,039 shares; 2024Q4: 362,552 shares; 2025Q1: 376,485 shares; 2025Q2: 332,110 shares; 2025Q3: 351,936 shares 351,936$12.9M2.62%+19,826Timeline
SPTLSPDR SERIES TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 215,026 shares; 2024Q4: 415,129 shares; 2025Q1: 443,443 shares; 2025Q2: 406,417 shares; 2025Q3: 206,166 shares 206,166$5.56M1.13%-200,251Timeline
SGDMSPROTT ETF TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: 17,612 shares; 2025Q1: 41,226 shares; 2025Q2: 64,228 shares; 2025Q3: 53,149 shares 53,149$3.3M0.67%-11,079Timeline
PSLVSPROTT ASSET MANAGEMENT LPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 154,712 shares; 2024Q4: 157,657 shares; 2025Q1: 138,976 shares; 2025Q2: 153,800 shares; 2025Q3: 200,022 shares 200,022$3.14M0.64%+46,222Timeline
SGOVISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 30,772 shares; 2024Q4: 31,998 shares; 2025Q1: 30,039 shares; 2025Q2: 25,459 shares; 2025Q3: 29,847 shares 29,847$3.01M0.61%+4,388Timeline
GDXJVANECK ETF TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 65,542 shares; 2024Q4: 63,342 shares; 2025Q1: 63,605 shares; 2025Q2: 48,748 shares; 2025Q3: 28,806 shares 28,806$2.85M0.58%-19,942Timeline
PHYSSPROTT ASSET MANAGEMENT LPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 71,717 shares; 2024Q4: 102,506 shares; 2025Q1: 84,344 shares; 2025Q2: 87,324 shares; 2025Q3: 94,272 shares 94,272$2.79M0.57%+6,948Timeline
SILGLOBAL X FDSQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 11,308 shares; 2024Q4: 20,293 shares; 2025Q1: 24,211 shares; 2025Q2: 21,480 shares; 2025Q3: 29,141 shares 29,141$2.09M0.42%+7,661Timeline
BITBBITWISE BITCOIN ETF TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 20,842 shares; 2024Q4: 20,642 shares; 2025Q1: 20,188 shares; 2025Q2: 14,329 shares; 2025Q3: 22,969 shares 22,969$1.43M0.29%+8,640Timeline
NVDANVIDIA CORPORATIONQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 5,235 shares; 2024Q4: 5,238 shares; 2025Q1: 3,135 shares; 2025Q2: 2,900 shares; 2025Q3: 5,410 shares 5,410$1.01M0.2%+2,510Timeline
TSLATESLA INCQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 2,470 shares; 2024Q4: 2,373 shares; 2025Q1: 3,444 shares; 2025Q2: 1,757 shares; 2025Q3: 1,805 shares 1,805$803K0.16%+48Timeline
AORISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 9,434 shares 9,434$607K0.12%newTimeline
AAPLAPPLE INCQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 2,072 shares; 2024Q4: 2,052 shares; 2025Q1: 2,077 shares; 2025Q2: 2,052 shares; 2025Q3: 2,316 shares 2,316$590K0.12%+264Timeline
SILJAMPLIFY ETF TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: 17,123 shares; 2025Q2: 14,023 shares; 2025Q3: 24,708 shares 24,708$571K0.12%+10,685Timeline
BILSPDR SERIES TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 5,743 shares 5,743$527K0.11%newTimeline
MSFTMICROSOFT CORPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 3,324 shares; 2024Q4: 3,227 shares; 2025Q1: 727 shares; 2025Q2: 606 shares; 2025Q3: 952 shares 952$493K0.1%+346Timeline
SCHZSCHWAB STRATEGIC TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 10,450 shares; 2024Q4: 20,900 shares; 2025Q1: 20,900 shares; 2025Q2: 20,900 shares; 2025Q3: 20,900 shares 20,900$491K0.1%0Timeline
AMZNAMAZON COM INCQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 1,560 shares; 2024Q4: 1,460 shares; 2025Q1: 1,360 shares; 2025Q2: 1,260 shares; 2025Q3: 2,138 shares 2,138$469K0.1%+878Timeline
PLTRPALANTIR TECHNOLOGIES INCQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 2,559 shares 2,559$467K0.09%newTimeline
HDHOME DEPOT INCQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: 1,000 shares; 2025Q2: 1,000 shares; 2025Q3: 1,000 shares 1,000$405K0.08%0Timeline
SPYMSPDR SERIES TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: 5,057 shares; 2025Q3: 5,056 shares 5,056$396K0.08%-1Timeline
FNVFRANCO NEV CORPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 1,755 shares; 2024Q4: 1,851 shares; 2025Q1: 1,811 shares; 2025Q2: 1,701 shares; 2025Q3: 1,701 shares 1,701$379K0.08%0Timeline
JPMJPMORGAN CHASE & COQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 1,000 shares; 2024Q4: 915 shares; 2025Q1: not reported; 2025Q2: 815 shares; 2025Q3: 1,186 shares 1,186$374K0.08%+371Timeline
WPMWHEATON PRECIOUS METALS CORPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 3,975 shares; 2024Q4: 4,479 shares; 2025Q1: 3,812 shares; 2025Q2: 2,499 shares; 2025Q3: 2,949 shares 2,949$330K0.07%+450Timeline
AEMAGNICO EAGLE MINES LTDQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: 3,705 shares; 2025Q1: 2,663 shares; 2025Q2: 1,975 shares; 2025Q3: 1,875 shares 1,875$316K0.06%-100Timeline
UECURANIUM ENERGY CORPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 29,525 shares; 2024Q4: 28,358 shares; 2025Q1: 28,858 shares; 2025Q2: 26,358 shares; 2025Q3: 23,525 shares 23,525$314K0.06%-2,833Timeline
GLDSPDR GOLD TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: 2,951 shares; 2025Q1: 1,165 shares; 2025Q2: 876 shares; 2025Q3: 876 shares 876$311K0.06%0Timeline
VWOVANGUARD INTL EQUITY INDEX FQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 5,705 shares; 2024Q4: 5,944 shares; 2025Q1: 6,030 shares; 2025Q2: 5,425 shares; 2025Q3: 5,567 shares 5,567$302K0.06%+142Timeline
FRDMEA SERIES TRUSTQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 5,821 shares; 2024Q4: not reported; 2025Q1: 5,859 shares; 2025Q2: 5,589 shares; 2025Q3: 5,589 shares 5,589$248K0.05%0Timeline
VTIVANGUARD INDEX FDSQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 739 shares 739$243K0.05%newTimeline
XOMEXXON MOBIL CORPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 1,963 shares; 2024Q4: 2,461 shares; 2025Q1: 2,322 shares; 2025Q2: 2,255 shares; 2025Q3: 2,075 shares 2,075$234K0.05%-180Timeline
IUSGISHARES TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 1,400 shares 1,400$230K0.05%newTimeline
SCHDSCHWAB STRATEGIC TRQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 8,018 shares 8,018$219K0.04%newTimeline
BNDXVANGUARD CHARLOTTE FDSQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 5,600 shares; 2024Q4: 5,600 shares; 2025Q1: 5,600 shares; 2025Q2: 6,195 shares; 2025Q3: 4,379 shares 4,379$217K0.04%-1,816Timeline
NXENEXGEN ENERGY LTDQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 15,000 shares; 2024Q4: 25,000 shares; 2025Q1: 25,000 shares; 2025Q2: 23,500 shares; 2025Q3: 23,500 shares 23,500$210K0.04%0Timeline
EMXCISHARES INCQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 407,157 shares; 2024Q4: 413,335 shares; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 3,085 shares 3,085$208K0.04%newTimeline
FBTCFIDELITY WISE ORIGIN BITCOINQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: not reported; 2025Q2: not reported; 2025Q3: 2,006 shares 2,006$200K0.04%newTimeline
TEITEMPLETON EMERGING MKTS INCOQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 60,000 shares; 2024Q4: 60,000 shares; 2025Q1: 60,000 shares; 2025Q2: 60,000 shares; 2025Q3: 30,000 shares 30,000$186K0.04%-30,000Timeline
MONOGRAM TECHNOLOGIES INCMONOGRAM TECHNOLOGIES INCQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 29,348 shares; 2024Q4: 29,348 shares; 2025Q1: 29,348 shares; 2025Q2: 29,348 shares; 2025Q3: 29,348 shares 29,348$172K0.03%0
VZLAVIZSLA SILVER CORPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: not reported; 2024Q4: not reported; 2025Q1: 36,500 shares; 2025Q2: 35,000 shares; 2025Q3: 35,000 shares 35,000$151K0.03%0Timeline
DNNDENISON MINES CORPQuarterly shares; oldest to newest; scale is this security's eight-quarter maximum; 2023Q4: restricted; 2024Q1: restricted; 2024Q2: restricted; 2024Q3: 28,000 shares; 2024Q4: 28,000 shares; 2025Q1: 28,000 shares; 2025Q2: 25,000 shares; 2025Q3: 26,000 shares 26,000$71.5K0.01%+1,000Timeline

How Q3 2025 was built

Available 13F filings of this filer for the quarter and their roles: the base report is the latest original or restatement, NEW HOLDINGS amendments filed after it are added (method).

FilingRoleAmendmentFiledAcceptedIngested
13F-HR 0001548577-25-000003 base2025-11-07acceptance time not in the bulk data set