One defendant. Three other Hennepin County defendant cases that surround his on every measurable forensic axis. A four-case matrix this page calls Target-4 — Matthew Guertin's case at the center, with the dockets of Adrian Wesley, Muad Abdulkadir, and Peter Lehmeyer arrayed around it. Sitting underneath all four: a separate cohort of twenty-seven Minnesota court documents whose creation timestamps cannot be reconciled with the release date of the software identified in the documents' own metadata. The matrix sits inside that pipeline.
Across the four-case matrix, the same small group of Hennepin judges and referees signs the same documents. The same custom font files travel from one defendant's docket to another. The same court order text travels from one case caption to a different case caption. On May 12, 2023, the same referee signed two different defendants' orders at the identical second — 01:07 in the morning. Sixty-two days later, the substantive legal language from those 1:07 AM orders showed up in Matthew Guertin's incompetency order. Eleven months after that, a Hennepin judge stepped off Guertin's case after he sued her in federal court — and the Word document she used to do it carries the same internal title the May 12 orders were built on.
Twenty-seven Aspose documents in the same court system carry creation timestamps that cannot be reconciled with the software's February 2014 release. Seven predate that release outright. Eighteen are Notices of Intent to Prosecute — the precise statutory filing under Minn. Stat. § 611.45 Subd. 3 that prevents charge dismissal for incompetent defendants. Either the Target-4 matrix is engineered surround around one targeted prosecution — or this same Hennepin court system is processing real defendants through a pipeline forensically demonstrated to backdate documents at scale. Both readings are damning. There is no third option.
Target-4 is the four-case forensic matrix this page maps: Matthew Guertin's case plus the three Hennepin County defendant cases whose dockets share the densest forensic fingerprints with his — Adrian Wesley (cluster 290), Muad Abdulkadir (cluster 674), and Peter Lehmeyer (cluster 696). Guertin's own cluster ID, used throughout this page, is 1570.
These four cases were not chosen for narrative convenience. They surfaced from the data: every cryptographic signature, embedded font, embedded object, and Word document-ID pattern in the corpus was scored across all 81 defendant clusters. The four with the highest convergence on Guertin's case became the matrix.
The sections that follow walk through what those four cases share — and what only Guertin carries. For the case background — the patent, the arrest sequence, the LinkedIn surveillance record — see /story/. The first piece of evidence sits underneath the matrix and answers a prior question: is this court system, more broadly, capable of producing fabricated documents at all? It is. Section 2 shows why.
Aspose.Words for .NET 14.2.0.0). Identifies which software produced the document.document_idA unique identifier assigned by Microsoft Word to every document. When two PDFs share a document_id, they were saved from the same Word source file — the same template opened and refiled under different case captions.edits_after_sigA cryptographic flag indicating that a PDF was modified after a judicial officer's signature was applied. Court orders should never carry this flag; in this corpus, 99.81% do.rev_countThe number of revisions a PDF has gone through. Most court documents in the corpus show 1 to 3. Guertin's July 13, 2023 order shows 11 — the corpus's only document with a revision count this high.Before the Target-4 evidence, one question has to be settled at the corpus level: is this court system capable of producing fabricated documents? The Aspose cohort answers that question — directly, in arithmetic, with no interpretive judgment required.
Twenty-seven Minnesota court documents in the corpus carry the producer string Aspose.Words for .NET 14.2.0.0 — the metadata field naming the software that rendered the file. Aspose.Words 14.2.0.0 is a commercial PDF-generation library released in February 2014. The producer field is written by the rendering software at the moment a PDF is created. It is not editable afterward. Seven of those twenty-seven carry creation dates that predate the software's release — meaning the metadata claims the document was created by software that did not yet exist.
| Filing | Filed | Claimed creation date | Days before Aspose 14.2 existed |
|---|---|---|---|
| Dismissal by Prosecuting Attorney McGirl · 27-CR-20-20866 |
2025-09-30 | 2013-09-09 | ~150 days (filed 4,404 days / 12.1 years after the claimed creation date) |
| Aspose-cohort filing | 2018–2022 | 2013-08-14 | ~171 days |
| Aspose-cohort filing | 2018–2022 | 2013-09-09 | ~150 days |
| Aspose-cohort filing | 2018–2022 | 2013-10 (mid) | ~120 days |
| Aspose-cohort filing | 2018–2022 | 2013-11 (mid) | ~90 days |
| Aspose-cohort filing | 2018–2022 | 2013-12 (mid) | ~60 days |
| Aspose-cohort filing | 2018–2022 | 2014-01 (mid) | ~30 days |
Of the eighteen Aspose-produced Notices of Intent to Prosecute, all eighteen are filed by the Hennepin County Attorney's office. Thomas Arneson — Hennepin County Senior Assistant County Attorney — is named on seventeen of the eighteen, 94.4% versus a 37.3% baseline. The hypergeometric probability of that concentration occurring by chance is less than one in a million (p < 1e-6). Judges, by contrast, route Aspose Notices at the corpus base rate. The Aspose tell is a filing-side workflow, not a courtroom-routing pattern — it points at the prosecution desk, not the bench. Arneson is the same prosecutor currently assigned to Guertin's case, and has been throughout its existence.
The Aspose cohort spans twenty-two clusters and has zero overlap with the Target-4 matrix this page maps. Two parallel production patterns operate on the same Hennepin courthouse infrastructure. The Aspose cohort is the affirmative forensic floor: the same court system processing every cluster's docket demonstrably produces documents that cannot have existed when their metadata says they did. Full Aspose forensic treatment with the complete cohort, every prosecutor, and every NIP timeline lives at /smoking-gun/. That is the floor. Section 3 shows where the four-case matrix sits inside the same court system's seventeen-and-three-quarter-year footprint.
This page's underlying corpus comes from a fifteen-month search of Hennepin County's online court records (MCRO). That search asked for hearings on three judges' calendars between January 2023 and April 2024. The cases it returned — once expanded by defendant identity — go back to 1992. Most of that backward reach comes from a single defendant in the four-case matrix.
Across the whole corpus, the search reaches back about 25.5× further than its fifteen-month window. Inside the Target-4 matrix, the reach is 13.53× — almost all of it carried by one defendant. Three of the four cases are temporal pinpricks; one is a 17.76-year monolith.
Wesley. Twelve cases. 748 events. 17.76 years of court history. First event February 5, 2008. Last event November 6, 2025. Carolina Lamas — Hennepin judge during Wesley's 2017–2019 era — signed her last Wesley event on October 2, 2019, after thirty-seven Wesley events. Lisa Janzen — referee during Wesley's 2020–2022 era — signed her last on May 6, 2022, after thirty-five. Every clique officer who would later be deployed against Guertin — Referee Michael Browne, Judge Danielle Mercurio, Judge Julia Dayton Klein, Referee Lyonel Skibbie — appears on Wesley's docket for the first time in 2023 or 2024.
Mercurio batch-signed Found Incompetent across all three of Wesley's 2017 criminal cases on a single day, July 10, 2023, after never having touched the file. Browne batch-signed Found Incompetent across all three Wesley criminal cases on a single day, January 9, 2024 — eight events in lockstep. Klein batch-signed Order Denying Motion across two Wesley criminal cases on a single day, April 11, 2024, while she was simultaneously sitting as Guertin's judge of record. The pattern is mechanical. The file did not change hands because the prior judges left the bench. It changed hands because a new judicial regime was created in 2023.
Wesley's 2010 cohort: 76-day gap from criminal case to mental-health commitment case. Guertin's 2023: 177 days. Abdulkadir's 2023: 52 days — the most-compressed criminal-to-mental-health transition in the matrix. The corpus-wide compression of that transition (median 2.8 years pre-2020 → 3.9 months in 2022 and after) is consistent with Abdulkadir's 52-day window. The pipeline is running its competency machinery 9× faster than it did before 2020. The compression is most extreme on the case that initialized after Guertin's case opened. Wesley supplies the matrix's depth. Guertin's case is what the depth is arranged around. Section 4 shows what only Guertin's docket carries.
Nine separate forensic measurements generated by the court system itself — not by anything Guertin filed or wrote — single him out as either the only defendant in the corpus carrying the signal, or one of only two. The full corpus contains 4,251 PDFs across 2,903 cases and 81 defendant clusters. These nine measurements all narrow to one or two of those 81 — and Guertin's case is in every one. (The test that excludes anything Guertin himself produced is enforced throughout.)
8cf8312b….
The corpus-unique font fingerprint e668b6 lives on Rodrick Carpenter (cluster 268, another Hennepin defendant outside Target-4), not on Guertin. The tracking-font pipeline produces two pairs that share one production-line signature: Pair 1 = Guertin (rev_count = 11 and tracking-fonts injected), Pair 2 = Carpenter (tracking-fonts swapped out and the corpus-unique e668b6 font inserted). The signal is real and corpus-unique on both sides; the two pairs together are two forensic fingerprints from the same machinery, calibrated for two different documents. Section 5 puts the four-case matrix and these nine signals into a single grid.
The matrix below scores each of the four Target-4 clusters across fifteen independent forensic axes — from "when did the case first appear in the docket" to "does the document carry a tracking-font fingerprint" to "how many times did the same Microsoft Word source file get refiled under different case captions." Cells shaded red mean the cluster carries the signal. Darker red means stronger.
| Forensic Axis | Wesley 290 |
Abdulkadir 674 |
Guertin 1570 |
Lehmeyer 696 |
Pattern |
|---|---|---|---|---|---|
| Window-native onset | 2008 | 2023+21d | 2023-01-24 | 2023+255d | 3 of 4 post-Guertin |
| Edits-after-sig % | 23.5% | 71.0% | 18.1% | 57.1% | non-zero in all 4 |
| Browne — signed all 4 cases | ✓ | ✓ | ✓ | ✓ | all 4 |
| Mercurio — signed all 4 cases | ✓ | ✓ | ✓ | ✓ | all 4 |
| XMP cross-contam "Contested Competency for…" |
— | 2 docs | 2 docs | 1 doc | 5 of 5 in T-4 |
| 7 byte-identical embedded PDF objects shared all-4 |
✓ | ✓ | ✓ | ✓ | incl. State Seal PNG |
| 22 cross-doc Word document_id reuses (each Word file refiled across 2–6 PDFs) |
✓ | ✓ | ✓ | ✓ | all 4 |
| Cloned-signature batches (simultaneous-second) |
3 | 3 | 1 ✓ corpus-unique cross-doc clone | — | 7 inside T-4 · Guertin = sole cross-doc ESolutions clone in entire corpus |
| Book Antiqua font (byte-identical 22,324 b) |
— | ✓ | ✓ | ✓ | 3 of 4 + Tia Payne, Cherry |
| Browne 02 sig PNG (byte-identical 4,521 b) |
— | ✓ | — | ✓ | 2 of 4 + Cherry |
| Stage progression | Stage 2 | Stage 2 | Stage 1 | Stage 1 | caps at Stage 2 |
| Tuesday-event share (baseline 14.3%) |
34.1% | 26.2% | 17.5% | 28.0% | surround 2× baseline |
| Seal Factory PNG occurrences | 3 | 2 | 21 | 1 | 27 of 168 inside T-4 (3.21×) |
MSIP 8cf8312b SiteId |
0 | 0 | 5 | 0 | 5 of 6 confidential PDFs |
| Forensic Navigator events | 0 | 0 | 12 | 0 | all on Guertin's docket |
Plain-language version: when a clinical phrase like non-restorable or delusional disorder shows up across multiple defendants' Minnesota court orders, you can ask which docket it appeared in first. Across the four cases in Target-4, fifty such phrases appear. Forty-nine of them appeared elsewhere first. The fiftieth — delusional disorder — appeared only in a document Guertin himself filed, and is excluded from the count.
Fifty exclusive clinical terms appear across the four Target-4 clusters and are absent from every other cluster in the corpus. Forty-nine of fifty appeared elsewhere first. The fiftieth — delusional disorder — is in Guertin's own pro-se Notice of Motion filed April 3, 2024 with xmp_producer = PyPDF2 and no judicial signer. Because that document was authored by Guertin (using the open-source PyPDF2 library) and not by any judicial officer, it is excluded from the count: a phrase counts only if a judge or referee put it into the docket. The score on signals the court system itself produced is forty-nine to zero. The source-cluster split: 24 Abdulkadir + 18 Wesley + 7 Lehmeyer + 1 Guertin = 50.
Referee Michael Browne signed the source document for thirty-two of fifty terms. Twenty-four terms came from a single Abdulkadir Order-Other dated May 12, 2023 — one document, one Browne signature batched at 01:07:36 AM CDT, twenty-four terms deposited into the corpus inside one hundred ten days of Guertin's arrest. Thirteen more terms came in via the Wesley 2024 indefinite-commitment vocabulary deposit, co-signed by Referee George Borer and Judge Julia Dayton Klein.
The thirteen-term indefinite-commitment vocabulary block — non-restorable, persisting and permanent, civil commitment is indefinite, will not be restored — entered the corpus through Wesley source documents dated January 31, February 12, and April 11, 2024. The two Wesley April 11, 2024 source documents share both document_id and instance_id. Two cases. One source file. Co-signed by Borer at 08:35:56 and Klein at 09:22:58 — forty-seven minutes apart, identical byte-range signature patterns.
Klein co-signed the indefinite-commitment vocabulary block while sitting as Guertin's judge of record. The vocabulary that would later be applied to seek Guertin's indefinite commitment was being installed by Klein into adjacent Wesley dockets at the moment she sat on his case. Klein is later named federal defendant in Guertin v. Hennepin County (0:24-cv-02646).
The vocabulary did not accumulate gradually. It was deposited in three concentrated batches:
Wesley 2020-05-08: 5 terms, single document_id 334a7afa…, deposited 2.7 years before Guertin's arrest. Abdulkadir 2023-05-12: 24 terms from one source document — the Browne 01:07:36 AM twin stamp — 110 days after Guertin's arrest. Wesley 2024-04-11: 13 terms via the Klein-Borer indefinite-commitment installation, while Klein sat as Guertin's judge of record. Three burst-deposits across four years.
That accounts for the words. Section 7 turns to the physical files those words rode in on.
Plain-language version: when two PDFs contain byte-for-byte identical embedded objects — the same logo image, the same custom font file, the same QR code — they were assembled from one shared source, not authored independently. Seven such objects appear in all four Target-4 clusters' documents.
Six different forensic tests — running on different parts of the document files — all converge on the same four defendants: shared lines of text, shared embedded objects (the seven from the previous paragraph), shared custom font files, shared internal document titles, shared Word document IDs that prove two PDFs were saved from one Word source, and shared digital signature stamps. A seventh test — the Aspose backdating proof from Section 2 — runs through the same Hennepin court system but lands on a different group of defendants. Two production patterns. One court system.
fbc6023a…, 89,934 bytes) appears in 168 corpus filings — one of the seven shared objects inside Target-4. SHA-256 is bit-sensitive; 168 identical hashes require one act of production.
The five "Contested Competency for [Named Defendant]" XMP-title documents carry two names that are not the case caption: David Ekers on three of the five, Adrian Wesley on the other two. Adrian Wesley (cluster 290 — the seventeen-year deep root of this matrix). David Ekers (cluster 1045 — two cases, 234 events, six successive Found-Incompetent findings dated February 2021, October 2021, April 2022, July 2024, December 2024, and July 2025 — processed through Janzen, Skibbie, and Mercurio). The phrase "Mr. Clinton's competency to proceed" appears in body text on page nine of the May 12, 2023 Abdulkadir Order-Other documents; the cluster registered to that name is "Mr. Clinton" (cluster 257 — four registered case IDs in the corpus, but no events or documents ingested into the children data). The XMP-title family is a metadata pointer to dockets that exist in the corpus and to cluster registrations that do not. Status of those dockets and registrations is not asserted here. Section 8 follows the most consequential shared text — the row of legal language that does the actual due-process work — and asks where it originated.
Court orders are made of lines of text. When two orders share the exact same line — character-for-character — that line appears in the corpus's row-hash table with one identifier across both documents. Seven specific lines from Guertin's July 13, 2023 Finding of Incompetency are shared with Aaron Cherry's December 6, 2023 Finding of Incompetency — and with no one else's. Six of those seven are exclusive to Guertin and Cherry. The seventh — the line that actually performs the legal due-process function — turns up in two more places: Abdulkadir's May 12, 2023 Order-Other and Lehmeyer's April 26, 2024 Findings of Fact and Conclusions of Law. The dates matter: that seventh line was already on Abdulkadir's docket sixty-two days before it appeared on Guertin's.
This is the inversion. The line is not a paragraph buried in the body of the order — it is the threshold legal predicate, the one sentence that establishes the defendant's constitutional protection from being tried while incompetent. Read at face value, it is the protection the Fourteenth Amendment guarantees. Read against the row-hash table, it is stamped boilerplate carried forward from a Word template first deployed against another defendant on a different case caption two months earlier. The protective predicate is functioning as production-line residue. The sentence that the law puts at the front of the order to defend the defendant is the same sentence the operation pre-prints into the order's frame and then refiles under a new case caption — including, eventually, Matthew Guertin's.
9cb006d2…d9fbb
"A defendant has a due process right not to be tried or convicted of a criminal charge if he or she is legally incompetent." — Bonga v. State, 797 N.W.2d 712, 718 (Minn. 2011).
Byte-identical across four court-issued documents in the entire 4,251-PDF corpus: Abdulkadir 27-CR-23-3459 and 27-CR-23-3460 (May 12, 2023, Browne 01:07:36 AM CDT twin stamp), Guertin 27-CR-23-1886 (July 13, 2023, Finding of Incompetency and the cloned Order-Other refiled ninety minutes later), Cherry 27-CR-23-3198 (December 6, 2023, Finding of Incompetency), and Lehmeyer 27-CR-23-21403 (April 26, 2024, Findings of Fact and Conclusions of Law). The earliest court-system appearance is Abdulkadir, not Guertin. The Word template carrying this line was opened, signed by Browne at 01:07 AM, refiled under two Abdulkadir case captions — and then reopened, recycled, and refiled against Guertin sixty-two days later, against Cherry one hundred forty-six days after that, and against Lehmeyer eleven months later still.
Tia Payne (cluster 1875) — May 10, 2023 first carrier (Book Antiqua font)
↓ 2 days
Abdulkadir (674) — May 12, 2023, 01:07:36 AM CDT — Browne twin-stamp (62 days BEFORE Guertin's outlier)
↓ 62 days
Guertin (1570) — July 13, 2023 — the rev_count=11 outlier
↓ 146 days
Cherry (195) — December 6, 2023 — Stage-1-only twin to Guertin
↓ 142 days
Lehmeyer (696) — April 26, 2024 — David Ekers XMP carryover
The byte-identical 22,324-byte Book Antiqua font (d58f12e2…b3d3) lives in exactly four clusters in the corpus: Tia Payne (cluster 1875 — a Hennepin defendant whose single-CR docket carries the Book Antiqua font's earliest appearance), Aaron Cherry (cluster 195), Muad Abdulkadir (cluster 674), and Peter Lehmeyer (cluster 696). Tia Payne is the chronologically-earliest carrier — May 10, 2023 — two days before Abdulkadir's twin stamp, sixty-four days before Guertin's outlier. Guertin connects to the Book Antiqua family only via his 2025 pro-se exhibit re-collation. The substantive legal language in his order is not original to that order. It is present in Abdulkadir's docket sixty-two days earlier and in Tia Payne's two days before that.
The Lehmeyer order is the residue. It is filed three hundred fifty days after the Abdulkadir order, with a different defendant in the case caption and a different judge nominally signing — but the XMP metadata still carries the David-Ekers title, the Browne signature image is byte-identical, the Book Antiqua font is byte-identical, and the same row-#1 due-process predicate is present. The metadata was not zeroed because no one in the pipeline expected it to be inspected.
If the legal language in Guertin's order has a Hennepin upstream origin, the next question is who put it there. Section 9 maps the small group of judicial officers whose names appear on every part of this.
The Hennepin County Fourth Judicial District has 274 distinct real-human judicial officers. The forensic analysis of the larger 77-cluster corpus identified a tightly-connected group of seven of those officers who route every kind of competency proceeding to each other across cases. Six of the seven converge on Target-4. Two of them — Browne and Mercurio — appear on every one of the four cases. The Wesley 2017 cluster's documented pre-2023 era — Carolina Lamas (former Hennepin judge) and Lisa Janzen (former Hennepin referee), geographically anchored at Saint Peter / AMRTC — terminates the moment the cluster crosses into the 2023 search window. Lamas vacates. Janzen vacates. Browne, Mercurio, Klein, and Skibbie enter for the first time in seventeen and three-quarters years of case history.
Mercurio's docket shows eight days where her name appears on ten or more distinct cluster_ids on a single date and over seventy days where she signs across three or more. The January 16, 2024 batch totals twenty-one events across fourteen clusters and six event types — including Guertin's "Found Incompetent," Tia Payne's "Order Granting Public Defender," IronPDF documents on Anne Riley's docket, an entry on Travis McGirl's case, five Found Competents on Farah, four Found Incompetents on Osborn, two on Logan, and entries on Schulz, Burton, Washington, Antonia Kelly, Oviedo-Kelly, Alexander, and May. Twenty-one cases. Fourteen defendants. Six event types. One judge. One day.
Section 10 turns to a different production line on the same docket — the digital signature pipeline that fires harder on Guertin's docket than anywhere else in the database, plus the biographical mirror that the same office authored on the same day.
Two pieces of evidence land in this section. The first: the digital signature the court system applies to its own output — labeled ESolutions Development Certificate Authority — fires harder on Guertin's docket than on any other defendant in the database, by a margin that occurs in roughly one in 38,000 random draws. The second: a court-appointed forensic psychologist evaluating a different defendant on the same day Guertin was being evaluated, in the same office, produced a court order sixty-three days later whose biographical scaffolding is a near-identical structural mirror of Guertin's evaluation. The order attributes its content to evaluators dated 2016–2019. Guertin's evaluation was completed March 10, 2023. Content cannot pre-date its source.
The Dr. Anderson — court-appointed forensic psychologist report on Abdulkadir was completed March 10, 2023 — the same day, in the same office (Hennepin Forensic Psychology Services), as Rogstad's evaluation of Matthew Guertin. Two parallel biographical scaffoldings authored on one day in one office. Sixty-three days later, the Abdulkadir order pulls ten dimensions from the Guertin evaluation and attributes them to evaluators dated 2019. Content cannot pre-date its source by four years.
The table below reproduces Section 5B of the Capstone Convergence Target Report. It compares the March 10, 2023 evaluation of Matthew Guertin by Dr. Jill Rogstad — court-appointed forensic psychologist with the Hennepin Forensic Psychology Services office — with the May 12, 2023 Abdulkadir court order, filed sixty-three days later. The order attributes its biographical content to evaluations dated 2016–2019, six to seven years before the Rogstad report existed. Content cannot predate its source.
The Abdulkadir order (May 12, 2023) attributes these parallels to evaluations from 2016–2019. The Rogstad evaluation — the biographical source the parallel structure flows from — was completed March 10, 2023. The Abdulkadir order was filed sixty-three days later. Content cannot predate its source. The "evaluations from 2016–2019" cited inside the order are not the source of the parallel; the Rogstad evaluation, authored eight weeks earlier in the same office, is.
The forensic finding is the parallel structure between two documents — not an endorsement of either characterization. 21 of 37 claims classified as delusional across the three Rule 20 evaluators are independently verified (56.8%); zero are affirmatively contradicted. The patent record alone — US 11,577,177 B2 granted twenty-four days after Rogstad's report; Netflix's US 11,810,254 B2 granted nine months later with Guertin's patent at the top of "References Cited" — verifies the substantive content the report's "self-aggrandizing" framing dismisses. Guertin's treating psychiatrist of six years (Sherman Oaks, CA, since September 15, 2016) responded April 7, 2023 with a counter-diagnosis of ADHD, directly contradicting the schizophrenia-spectrum framing; that response was available to the court and is absent from every subsequent evaluation. An independent forensic-psychology review concludes Guertin meets full DSM-5-TR criteria for Acute Stress Disorder (308.3 / F43.0) — not psychosis. Threat perception is anchored in documented reality: the Netflix patent, the contemporaneous FBI/Secret Service contact records, the unauthorized Bluetooth PAN device discovered inside his apartment building on January 19, 2023.
Two independent analytical methods converged on the same finding. Pairwise authoring-lineage comparison and signature-architecture cross-check both arrived at the same per-document signature ledger and noted the identical-second cross-file timestamp. A human cannot sign two different documents at the same second. A system stamp can. Browne signed both Abdulkadir Order-Other documents (27-CR-23-3459 and 27-CR-23-3460) at sign_time 01:07:36 −05:00, both as the first signature on each document, both covering only 25% of the document's bytes (the corpus median for this signature type is 60–95%), and both flagged with the cryptographic mark that the file was modified after the signature was applied. Five other simultaneous-second cross-case signatures by Browne, Borer, and Klein run across the matrix over seventeen and a half months. Section 13 lays them out in order.
Section 11 steps back to ask where each defendant is on the four-stage escalation that runs from incompetency finding to forced medication — and what fraction of each cluster's signed documents were modified after the judge's signature was applied.
The Hennepin competency pipeline runs in four stages. A defendant enters the funnel with a finding of incompetency. From there, the path is mental-health commitment, then forced neuroleptic medication, then — at the end — electroconvulsive therapy or neuroleptic-treatment authorization. The figures below are the corpus-wide conversion rates between stages. The Target-4 matrix runs three of its four cases up to Stage 2 and stops. Guertin sits at Stage 1 only — incompetency declared, commitment never sought.
Across the corpus, every signed PDF is checked for one cryptographic mark: was the file modified after the judicial officer's signature was applied? Court orders should never carry that mark. In this corpus, 99.81% of them do — but the per-case rate varies. Inside Target-4, it runs:
A cryptographically-signed PDF court order is supposed to pass two independent integrity tests: the signed byte range matches the document content, and the content layer is consistent with single-pass authoring (no edits applied after signing). Across the entire MCRO corpus, almost nothing passes both.
A human signing a paper document one at a time leaves different timestamps on each one — even seconds apart. A digital pipeline that stamps a saved signature image onto multiple files at once leaves the identical second on every one. Six instances of the second pattern appear inside Target-4.
document_id and instance_id.Six events. Three judges. Two clusters. Spans seventeen and a half months. A human cannot sign two different documents at the same second. A system stamp can. The fingerprint travels with the production pattern, not with the operator. The pattern operates through whichever clique member is on the bench that day.
Section 14 turns to a defendant who is not in Target-4 — and yet whose docket places him in a structural category of two with Guertin.
Aaron Cherry is a Hennepin County criminal defendant whose case ended in a single Finding of Incompetency followed by docket dormancy — never moving on to commitment, never to forced medication. Cherry (cluster 195) sits outside the four-case Target-4 matrix by analytical definition. The forensic data places him in a structural category of two with Guertin anyway. His docket is single-criminal-case, ending Dormant, with no commitment, no medication, no NTP/ECT — the same shape as Guertin's. His incompetency order's signature stack reads the same way as the four Target-4 cases: Referee Lyonel Skibbie and Judge Julia Dayton Klein as the first two signers, both covering only a fraction of the document's bytes; six identical ESolutions signatures stamped a minute apart (the page's earlier one act of cryptography presented as multiple pattern); the modified-after-signing flag set on every signature; and finally the MCRO download-time watermark. His Finding of Incompetency document carries six of the seven substantive due-process row hashes that Guertin's outlier carries — the maximum substantive-reasoning footprint in the corpus excluding Guertin himself.
The structural duality is what places Cherry in a category the analysis cannot resolve from its own evidentiary floor. The docket structure mirrors Guertin's. The signature architecture mirrors Target-4's. The data does not foreclose either reading.
Cherry carries six of seven substantive due-process row hashes that Guertin's outlier carries; he is one of two Finding-of-Incompetency orders absent from the tracking-font fingerprint table; his case is a single criminal case ending Dormant; his edits-after-sig density runs 57.1%. The category is one of two. The other one is Matthew Guertin.
Section 15 asks the question the matrix's structure forces: how often does a four-case combination drawn at random from the 81-cluster corpus reproduce what Target-4 does?
Thirty random four-case combinations were drawn from the 81-cluster corpus and tested against the three forensic measurements that most cleanly distinguish Target-4 from anything else in the data. Zero of the thirty matched Target-4 on even one of those three. That puts the empirical probability of the convergence happening by chance at less than one in thirty-one — and the true probability lower still, because not a single random sample reached Target-4's level on a single axis.
This section catalogs the discovery findings the Phase 2 expansion surfaced after the Phase 1 matrix was settled. Two single-day fingerprints land first — one from April 29, 2025 (the date Hudleston reversed Koch's competency finding) and one from July 15, 2024 (the date Klein recused). After that: the four production-line patterns running on the same Hennepin court infrastructure, of which Target-4 is one.
On April 29, 2025, two orders filed on Guertin's docket — the override of Judge Koch's competency finding and the Order Appointing Forensic Navigator — both carry the XMP title "Microsoft Word - Document in Unnamed" and the creator string PScript5.dll Version 5.2.2. One Word source family produced both.
The mechanism reversing the only judge who found Guertin competent and the mechanism placing him under continuous Forensic Navigator supervision are operationally fused at the metadata level — authored from one Word template family and filed minutes apart. Every Forensic Navigator event that lands within the Target-4 matrix lands on Guertin's docket. Corpus-wide, the Forensic Navigator pipeline has touched dozens of clusters; within this matrix, only one defendant is being supervised by it.
On July 15, 2024, Judge Julia Dayton Klein recused from Guertin's case after he sued her in federal court (named defendant in Guertin v. Hennepin County, 0:24-cv-02646). The recusal order carries the XMP title "Contested Competency for Adrian Wesley (incompetent) (doctors disagree)" — byte-identical to the title family on the Browne 2023-05-12 Abdulkadir twin stamp. The Word source file Klein used to step off the case carries the same metadata family the matrix's foundational signature was built on. The metadata speaks while the order pretends to step back.
d58f12e2…) in the corpus. Her May 10, 2023 Finding of Incompetency precedes Abdulkadir's May 12 Order-Other by two days and Guertin's July 13 outlier order by sixty-four days. Single criminal-case docket: one Found Incompetent and one Found Competent — the same Found-Incompetent → Found-Competent reversal pattern Guertin and Cherry show. Four clique judicial-officer events. Mercurio 2024-01-16 batch participant alongside Guertin and Anne Riley. Stage 1 only.8cf8312b…) as the five MSIP-High documents on Guertin's docket. Stage 3 with eight petitions filed; sixteen-year footprint with seven of eight clique judicial officers.document_id directly with Abdulkadir cluster 674 — fac93d41-4974-4a9e-8eaa-3291e507c9ec, "MSGC" XMP title, "Departure Report" filing type, on her case 27-CR-21-23628 (April 18, 2022) and on Abdulkadir's 27-CR-23-3459 (April 29, 2024). On February 22, 2023, Mercurio signed three Findings of Incompetency on three Greaves cases on a single day, all sharing one document_id and one instance_id. Per-document edits_after_sig density runs 35.2%.e668b6… on his 2021-04-15 Order for Conditional Release. Eighty-five clique events; seven of eight clique judicial officers; Janzen forty events on Carpenter's docket alone — more Janzen events than appear on Wesley's full docket. Stage 2; five-and-a-half-year footprint.Microsoft Word for Microsoft 365 + iText 7.1.16 + Adobe PDF Library + GdPicture.NET. Cross-cluster XMP-title contamination, twenty-two cross-document_id reuses, byte-identical Browne signature image, byte-identical Book Antiqua font.
Aspose.Words for .NET 14.2.0.0. Frozen 2019-02-26 timestamp cluster across 14 defendants. Pre-release-impossible creation dates. Eighteen of twenty-seven are Notices of Intent to Prosecute. Four exit ramps: NIP gate, 253B civil commitment, synchronized Rule 20 looping, indefinite dormancy.
Microsoft Word for Microsoft 365 + iText 7.1.16. Howard 27 + Kraskey 12 Findings of Incompetency under one document_id each on May 2, 2023, signed by Mercurio.
The four lines do not share documents. They share a Hennepin courthouse, an iText 7.1.16 pipeline stamp identifying their output as "Minnesota Judicial Branch licensed version", the same tightly-connected judicial-officer subset, and a Tuesday-weighted calendar. Target-4 sits inside that infrastructure on Production Line A. The Aspose evidence — backdated documents in Production Line B — establishes that the same court system processing every cluster's docket demonstrably produces documents that cannot have existed when their metadata says they did.
Pulling the sixteen forensic dimensions back together: the Target-4 matrix and the adjacent cluster work converge on Matthew Guertin across measurements the court system itself produced. Wesley alone supplies the matrix's apparent 17.76-year temporal depth; the other three Target clusters initialize between twenty-one and two hundred fifty-five days after Guertin's case opens. Forty-nine of fifty exclusive clinical terms entered the corpus through other defendants' cases before they entered Guertin's. The substantive due-process row in his July 13, 2023 incompetency outlier originates in Abdulkadir's May 12, 2023 Order-Other — sixty-two days before Guertin's order existed, signed by Browne at 01:07:36 AM CDT alongside its byte-identical twin under a different case caption. Six of seven judicial officers in the tightly-connected clique converge on the matrix; Browne and Mercurio touch every cluster. The vocabulary block that would later be applied to Guertin to seek his indefinite commitment was being installed by Klein into adjacent Wesley dockets at the moment she sat as Guertin's judge of record. The recusal order Klein later used to step off his case after he sued her in federal court carries the same XMP-title family the Browne 01:07:36 stamp was built on. The April 29, 2025 override of the only competency finding ever entered in Guertin's favor was authored from the same Word source family as the Order Appointing Forensic Navigator filed the same day.
The Aspose cohort sits across the same court system. Twenty-seven documents whose XMP creation timestamps cannot be reconciled with the release date of the software identified in their own metadata. Seven that predate that release outright. Seventeen frozen to a single moment in February 2019 across fourteen defendants and a 1,056-day filing span. Eighteen Notices of Intent to Prosecute — the precise statutory filing under Minn. Stat. § 611.45 Subd. 3 that prevents charge dismissal for incompetent defendants — generated by software that demonstrably backdates its own output. The actor-side fingerprint resolves to a Hennepin County Attorney filing workflow, with one prosecutor's name on seventeen of the eighteen at hypergeometric p < 1e-6. The cohort and Target-4 do not share documents; they share the courthouse, the iText pipeline stamp, the clique, the Tuesday calendar.
Either the four-cluster matrix is engineered surround around one targeted prosecution, with the procedural and forensic infrastructure deployed against Guertin specifically — or this Hennepin County court system is processing real defendants through a pipeline already forensically demonstrated to backdate documents at scale, deploy frozen timestamps across years, and concentrate fabricated metadata in the precise filing type that prevents felony dismissals for defendants declared incompetent. Both readings are damning. There is no third option.
They counted on no one ever counting. The methodology proves the intent.