Brief
AccountabilityMethodology

The Taylor Farms dossier: methodology and full findings

The complete research record behind our Taylor Farms report — every figure, source tier, audit correction, and data file, verifiable against government records.

24 JUL 2026· 30 sources

Data downloads (CSV, as analyzed): corporate contributions · individual contributions · MAGA/CLF donor network 2026 · donor network, prior cycles · cross-committee network · association lobbying · California state giving, audited · Monterey County local filings · committee spending extract

A limitation of these downloads, stated plainly: insider_contributions.csv and recipient_network.csv are the raw row-level pulls, not the corrected figures. Summing insider_contributions.csv’s BRUCE_TAYLOR rows directly reproduces the debunked $1,677,701.81 legacy total — it still includes both memo-attribution rows and his late brother Steven Bruce Taylor’s contributions, which is exactly the overcount Section 2 corrects. Excluding memo rows requires re-pulling each transaction’s memo status from FEC directly (not present as a column here); separating the brothers requires the employer-era classification described in Section 2, which isn’t a simple string filter on this file (most of Steven’s rows use predecessor-company employer strings, not “Fresh Express,” so a naive filter will miss most of them). Similarly, recipient_network.csv carries no memo-flag column, so a raw rank calculation from this file won’t reproduce Section 3’s audited #37/121 and #15/91 ranks. The corrected, audited figures are in the tables in Sections 2 and 3 of this page; treat those as controlling, and the CSVs as the underlying primary-source rows they were derived from, not as pre-filtered final numbers.

Nothing in this dossier asserts a quid pro quo.

Primary records, source-attributed reporting, and chronology. Compiled 2026-07-21; independently audited and corrected 2026-07-22.

This dossier documents political receipts, lobbying disclosures, rulemaking, and a public-health chronology. It does not establish or imply that any contribution or lobbying engagement influenced a government action. Temporal sequence is not evidence of causation or a quid pro quo.

Audit status: Two research phases are complete and reconciled. Phase A confirmed the two headline corporate receipts and the $4.3135M corporate total, and corrected memo double-counting, Protect Salinas, and lobbying totals. Phase B audited California state/local giving from raw CAL-ACCESS and NetFile records, quantified association lobbying, established the CA-lobbying absence, and surfaced the Steve/Bruce Taylor identity defect — which reopened and corrected the federal Bruce figure ($952,454 controlling; the brother’s $126,750 excluded).

Source labels: [FEC-ROW] = exact openFEC row plus transaction/sub-ID or filing-PDF check; [PRIMARY] = reviewed government filing/record; [SECONDARY] = attributed reporting; [HEURISTIC] = analyst classification or inference, not a source-supplied fact.

Publication rule: A contribution to an independent committee is not evidence that the donor directed, earmarked, knew of, or coordinated candidate-specific spending. Employment on an individual’s contribution does not make it a company contribution. A timeline alone does not establish influence.

0. Bottom line

  1. The two $1M corporate receipts are genuine. Taylor Fresh Foods, Inc. of Salinas gave $1,000,000 to MAGA Inc. on 2025-03-26 (transaction SA17.4550, sub-ID 4081920251218730950) and $1,000,000 to Congressional Leadership Fund on 2025-06-23 (transaction SA17.600459, sub-ID 4121020251297765313). Both are non-memo rows visible in the filings. [FEC-ROW]

  2. Exact Taylor-name Salinas corporate giving is $4,313,500 across 18 direct receipts; the documented corporate-group floor is $5,813,500. The difference is three non-memo 2024 receipts totaling $1.5M from SmartWash Solutions, whose own site calls it a Taylor Farms subsidiary. The recipients are classified here as Republican- or conservative-aligned; that alignment is analyst coding, not an FEC field. [FEC-ROW + PRIMARY + HEURISTIC]

  3. The former insider headline was materially overstated — twice. After removing memo attributions ($576,927.81) and the contributions of Bruce’s late brother Steven Bruce Taylor (Fresh Express CEO; 102 non-memo rows / $126,750 that FEC name-matching had folded into the “Bruce” population), Bruce C. Taylor’s controlling personal federal total is $952,454 (name-Bruce, Taylor-employer rows), plus $21,570 in Bruce-named flagged/low-confidence rows. The widely reported “$1M+ personally” is not supported at the controlling tier — it holds only if the brother’s rows are included. Other matched individuals total $124,935.54. Brother identity per SEC filing, Western Growers, and LA Times records. [FEC-ROW + HEURISTIC identity resolution]

  4. The former “only produce-company donor” headline is withdrawn as an absolute claim. SmartWash Solutions LLC gave $1,000,000 to Senate Leadership Fund and $500,000 to Maryland’s Future (a super PAC outside the six-PAC comparison), and SmartWash’s own site calls it a Taylor Farms subsidiary. Taylor-named legal donors total $4,225,000 in the six-PAC comparison; the documented six-PAC group floor is $5,225,000 and the overall group floor is $5,813,500. A bounded finding survives reconciliation: three targeted checks over the completed populations identified no produce-sector donor outside the Taylor corporate group — an identification result, not a census (§3). [FEC-ROW + PRIMARY]

  5. Lobbying records are larger and longer-running than previously reported. Reviewed outside firms reported $2.34M in lobbying income relating to the reviewed Taylor client names: Troutman $10K, Normandy $1.52M, and Sidley $810K. Current Sidley filings use broad food-regulation language; they do not identify the Food Traceability Rule or list FDA as a lobbied entity. [PRIMARY]

  6. Protect Salinas received $100,000 from Taylor Fresh Foods, not ~$148,830. Two official receipts ($49K and $51K) represented 45.23% of the committee’s $221,100 in 2024 contributions. The committee separately reported $51,867.46 opposing Anthony Rocha and $2,212.30 opposing Albert Lomeli; filings do not connect Taylor’s receipts to particular communications. [PRIMARY]

1. Corporate federal giving [FEC-ROW + PRIMARY]

The 18 high-confidence, non-memo receipts attributed to Taylor Fresh Foods/Taylor Farms at the Salinas address sum to $4,313,500. The trailing 2016–2025 slice is $4,228,500.

Recipient FEC ID Total Direct-receipt detail
Congressional Leadership Fund C00504530 $1,100,000 $1M in 2025 + $100K in 2022
Americans for Prosperity Action C00687103 $1,100,000 2020/2022/2024
MAGA Inc. C00892471 $1,000,000 $1M in 2025
Senate Leadership Fund / SLF PAC C00571703 $575,000 2020/2024/2025
Keystone Renewal PAC C00849489 $250,000 2024
Heartland Resurgence C00544551 $200,000 2024; Salinas misspelled “SALINSAS”
Restore Our Future C00490045 $75,000 2012
California Republican Party / V10 C00140590 $10,000 2010
Right Way SuperPAC C00620138 $3,500 2016

The total reconciles independently: $4,225,000 to the six reviewed PACs + $75,000 + $10,000 + $3,500 = $4,313,500.

That is an exact Taylor/Taylor Fresh Foods name total, not the full documented corporate group. SmartWash Solutions reported direct, non-memo SLF receipts of $250,000 on 2024-04-23 (transaction SA11A.21596, sub-ID 4071620241975074150) and $750,000 on 2024-09-10 (SA11A.21847, sub-ID 4111820241070191678). When I reconciled the totals, I found a third non-memo SmartWash receipt: $500,000 on 2024-09-09 to Maryland’s Future (C00870030; transaction SA11A.272443, sub-ID 4112020241071327794) — a Super PAC whose reported independent expenditures totaled $27,014,740.16 (2024 cycle, per FEC committee totals) opposing Angela Alsobrooks (D) in Maryland’s 2024 U.S. Senate race. [FEC-ROW] (Correction: an earlier draft of this line stated “~$42.4M,” sourced to a secondary figure rather than the committee’s own certified FEC totals. On a later check, using the committee totals endpoint, a deduped raw Schedule E pull, and a fresh live re-check, all three converge on $27.0M; the erroneous $42M figure is retracted.) SmartWash’s own site calls it a Taylor Farms subsidiary. Adding those three rows yields a documented group floor of $5,813,500 overall and $5,225,000 across the six reviewed PACs. This is a floor, not an assertion that every subsidiary name has been exhaustively searched.

Two separately flagged rows are excluded: $200,000 filed by “Taylor Farms Texas, Inc.” in Dallas and $100,000 filed by “Taylor Fresh Foods, Inc.” at an Arlington, Virginia address. The records reviewed do not establish that either belongs to the Salinas parent population. See the corporate contributions file above.

Filing-PDF checks:

2. Individual federal giving [FEC-ROW]

Corrected totals

Matched population Legacy raw-row sum Memo-only amount Audited non-memo sum
Bruce Taylor $1,677,701.81 $576,927.81 $1,100,774.00
Other matched individuals $155,235.54 $30,300.00 $124,935.54
Combined $1,832,937.35 $607,227.81 $1,225,709.54

Phase B identity correction (controls): a follow-up audit of the California state data surfaced an identity-matching defect — the same brother-conflation problem described below — and that finding prompted me to re-examine the federal figure the same way. It turned out the $1,100,774 non-memo population itself mixes two brothers. FEC name-matching returns TAYLOR, STEVEN BRUCE rows for a “Taylor, Bruce” query, and Fresh Express (Steve’s company) was Salinas-based, so the brother’s rows passed every filter. Reclassified non-memo split: Bruce C. Taylor controlling $952,454 (78 rows; name-Bruce + Taylor Fresh Foods/Farms employer) · Bruce-named flagged $19,570 (blank/RETIRED/Fresh-Intl-era employers) + $2,000 misc historical · Steven Bruce Taylor (brother, Fresh Express) $126,750 (102 rows) — excluded. Identity evidence: SEC-hosted filing (Steve = Fresh Express CEO), Taylor Farms’ own report (Bruce = TFF founder, 1995), Western Growers (2022, identifying them as brothers), LA Times (1994). The last-three-cycle subtotal ($730,600: 2022 $264,100; 2024 $264,000; 2026-to-date $202,500) is unaffected — the excluded Fresh Express-era rows predate it. That is recent concentration (over two-thirds of the controlling lifetime amount), not an accelerating cycle-by-cycle sequence. The “$1M+ personally over two decades” press claim is not supported at the controlling tier ($952,454); it holds only with the brother’s rows included.

Leading non-memo recipients are NRSC ($225K), NRSC Victory ($200K), Cornyn Victory ($200K), Team Ryan ($55K), Romney Victory ($50K), WinRed ($30.8K), Campaign for Working Families ($29.5K), and Reclaim the Majority ($26.4K). FEC committee-party fields split the audited amount as: no party code $718,874; REP $358,700; DEM $16,800; NAT $6,400. Blank party codes do not by themselves establish alignment or motive.

The “other matched individuals” group consists of personal contributions by people linked through self-reported names, employers, occupations, and geography. Those gifts are not attributable to Taylor Farms as a company and do not establish the company’s views. Inconsistent records for contributors named Howard Leach are not attributed to former ambassador Howard H. Leach or assumed to be one person.

I visually confirmed examples of both treatments: a direct $100K NRSC Victory receipt has memo unchecked, while a $94,600 NRSC attribution has memo checked and says “JFC ATTRIB: NRSC VICTORY.” The full cycle table is in the individual contributions file above.

3. Six-committee donor network [FEC-ROW + HEURISTIC]

The comparison covers ≥$100,000 processed Schedule A rows for MAGA Inc., CLF, Americans for Prosperity Action, Senate Leadership Fund, Keystone Renewal, and Heartland Resurgence, across every cycle each committee has existed.

Current-cycle rank correction

Committee Non-memo rows / sum Unique non-memo donors Taylor rank by donor’s largest direct gift $1M direct-gift tie group
MAGA Inc., 2026 166 / $367,723,194.65 121 #37/121 (top 31%) 62
CLF, 2026 140 / $125,332,662.79 91 #15/91 (top 16%) 22

The former #49/146 and #16/93 ranks counted memo-attribution rows. Across all planned cycles, memo contamination totaled 44 rows/$42.93M for MAGA, 18/$6.73M for CLF, 10/$1.58M for AFP, 17/$6.10M for SLF, 7/$4.21M for Keystone, and zero for Heartland. Accordingly, broad network totals and ranks must be computed from non-memo rows.

On a later pass, I found that my original plan had omitted five nonzero committee-cycles totaling 305 rows/$251.74M — the prior-cycle rows are in the donor network, prior cycles file above. Adding them raised Ronald Cameron/Mountaire’s all-cycle total to $45.45M (poultry). Other reviewed major-agriculture amounts were Florida Crystals $2M (sugar), Prosperity Farms $1M, POET/Jeff Broin $350K, Marquis Energy $100K, and Taylor-named donors $4.225M; all were non-memo. A separate review found no receipts at any amount from Western Growers PAC or IFPA FRESH PAC to MAGA Inc. or CLF in the queried 2026 data.

My original classifier also produced a material false negative: it labeled SMARTWASH SOLUTIONS LLC as non-ag despite two 2024 SLF receipts totaling $1M. SmartWash’s own site calls it a Taylor Farms subsidiary; a registry-derived record also lists Taylor Fresh Foods as manager. The legal-donor-name total remains $4.225M; the documented group floor is $5.225M. The former “outlier, not a cluster / only produce company” conclusion is not supportable and is withdrawn.

Sector is not an FEC field. When I checked the classifier’s output by hand I also found false positives (BRANCH/FRANCHISE matching RANCH, and a Farmer surname) and false negatives (occupation-only agriculture and seed/supplier names). The underlying FEC rows remain valid, but broad sector totals and the former outlier verdict are not publication-ready. Network claims must specify legal-donor and affiliation rules and rely on entity classifications I reviewed myself, not the raw keyword match.

Bounded industry-comparison finding (post-audit reconciliation). The absolute “only produce company” claim stays withdrawn. What the record does support, stated as an identification result rather than a census: three targeted checks found no produce-sector giver outside the Taylor corporate group in the reviewed ≥$100K populations. (1) Direct queries found zero receipts at any amount from Western Growers PAC or IFPA FRESH PAC to MAGA Inc. or CLF in queried 2026 data. [FEC-ROW] (2) A named-entity sweep of ~50 major produce companies (Dole, Driscoll’s, Grimmway, D’Arrigo, Tanimura & Antle, Fresh Express, Church Brothers, Ocean Mist, Braga, Nunes, Mission Produce, Stemilt, and others), re-run after I rechecked the completed cycle set — 1,180 distinct ≥$100K donor names including the five previously-omitted cycles, in the produce cross-committee extract — matched only Taylor Fresh Foods and SmartWash. [FEC-ROW for the checks; brand-list selection is analyst judgment] (3) My keyword classifier, which is demonstrably fallible (it missed SmartWash), identified no additional produce donors. These methods carry known false-negative risk, so the finding is “none identified by these methods,” not proof of absence. On this record, the identified produce-sector presence at this giving tier is confined to the Taylor corporate group, and no produce-industry donor cluster was identified. [FEC-ROW + HEURISTIC]

Taylor’s direct check size in this comparison increased from $100K to CLF in 2022 to two $1M checks in 2025. That is a tenfold increase in those particular gifts, not proof of motive.

Committee spending context

CLF reported $216.8M in 2024 independent expenditures, principally in House races. MAGA Inc.’s 2026 activity includes independent expenditures in special elections and a large cash balance. Taylor’s receipts enter general independent-expenditure committee accounts; reviewed filings do not trace a donor’s dollars to a candidate-specific disbursement. See the committee spending extract above.

4. Federal lobbying [PRIMARY]

Taylor client names appear in retained-firm LDA filings across three engagements:

Firm / reviewed client name Period Reported income What the filings establish
Troutman Strategies / Taylor Farms, Inc. 2009 Q4–2010 termination $10,000 AGR/FOO engagement
The Normandy Group / Taylor Farms 2019 Q2–2023 Q4; no activity/termination in 2024 $1,520,000 2019 Q2 report names FSMA; later reports use broader food-safety/agriculture language
Sidley Austin / Taylor Fresh Foods, Inc. 2025 Q1–2026 Q2 $810,000 “Food regulation” / “regulation of food safety”; Congress and, in some quarters, USDA; no current filing reviewed names the Traceability Rule or FDA

Sidley’s $810K is the sum of $380K, $170K, $110K, $50K, $60K, and $40K. Thus the secondary $380K figure is a single-quarter component, not a conflicting total. The LDA amounts are firms’ rounded reported lobbying income, not a cents-precise audit of the client’s total internal expenditure. Senate LDA exact-name filings.

The presence of the broad Budget/Appropriations code beginning in 2025 Q4 does not identify which budget matter was discussed. The current filings do not support a claim that Sidley lobbied on this rule specifically.

Bruce Taylor chaired Western Growers in 2014 and IFPA in 2022 and was listed as a Western Growers board member in the reviewed current roster. The associations separately disclosed lobbying on food safety, traceability, and FSMA. Their filings do not show Taylor’s role in any current position or specific lobbying ask.

Association lobbying, quantified (Phase B, 2019–2026 Q2) [PRIMARY]: IFPA/United Fresh reported $7,651,000 in in-house lobbying expenses (30 quarters) plus $2,909,000 in direct outside-firm income — two overlapping reporter views that must not be added; Western Growers reported $1,869,947 in-house plus $410,000 outside-firm (its 2025 Q3 was amended $170,000 → $40,000 — amendment confirmed live). Across all 145 effective filings’ verbatim issue text: the exact acronym “FSMA” and the exact word “traceability” appear in zero filings; the full phrase “Food Safety Modernization Act” appears in 33; IFPA’s in-house filings carry, every quarter since 2019, the verbatim line “Food Safety Guidance regulations and tractability related to fresh produce” — the filing’s own spelling, preserved. Absence of a term does not prove a subject was undiscussed. See the association lobbying file above.

California state lobbying (Phase B) [PRIMARY, negative]: no exact-name Taylor Fresh Foods / Taylor Farms / SmartWash lobbyist-employer or client record exists in CAL-ACCESS (every biennial employer directory 1999–2026, the raw employer/client tables, and the 2025–26 directory PDF all searched; the raw filer directory shows the Taylor entities only as campaign-committee filers). Absence of exact-name state lobbying is the finding; lobbying via differently-named affiliates or the trade associations is not ruled out.

Sidley’s official biography identifies Abigail Carroll as a former House Energy & Commerce detailee; exact dates come from secondary professional-biography sources. A New York Times account, repeated by Wired and Snopes, reported Taylor’s engagement of former White House official Trent Morse and separately reported a July 16 meeting. The reviewed sources do not show that Morse arranged the meeting or affected an agency decision.

5. California and Salinas records

California state data — audited (Phase B) [PRIMARY receipts; attribution tiers per row]

The Phase B re-derivation from the official CAL-ACCESS raw export (reconciled transaction-by- transaction against Power Search; 135 audit rows, 125 retained) replaces the earlier ~$1.3–1.4M unaudited assembly with class-separated controlling figures:

Donor class Rows Net
Exact Taylor-name company records (lifetime, incl. 3 year-2000 rows) 73 $1,368,610
SmartWash Solutions (documented-group class) 2 $289,200
Documented company group (Taylor + SmartWash) 75 $1,657,810
Bruce C. Taylor personally 20 $77,029
Bruce & Linda joint (separate) 1 $1,000
Other individuals self-reporting a Taylor employer 29 $9,996

Retained candidate rows split Democratic $106,395 / Republican $111,250 — the bipartisan state pattern survives the audit. SmartWash’s two state receipts are notable: $250,000 (2025-10-21) to No on Prop 50 — the same redistricting fight CLF put $13M into federally (two separate receipt facts; no coordination shown or implied) — and $39,200 (2026-05-26) to Steve Hilton for Governor. The Steve/Bruce identity correction (seven Steven Bruce Taylor/Fresh Express rows, $12,027 net, excluded from Bruce) originated here and propagated to the federal correction in §2. See the California state giving, audited file above.

Monterey County local filings (Phase B) [PRIMARY]

NetFile sweep of Salinas + Monterey County agencies (both current and archived views; 84 in-scope filing appearances across 78 documents): Taylor company entities $248,650 net cash (22 receipts, $5,250 refunded), Bruce Taylor personally $12,750 net (7 receipts — $10,750 of his $23,500 gross was refunded by Salinas council candidates Barajas ($5,500 → $0) and Salazar ($5,500 → $250) in Feb 2025, post-election), Bruce & Linda family trust $2,000, SmartWash $0. (Correction: an earlier draft stated “$16,000… refunded by Barajas and Salazar,” which conflated Bruce’s own $10,750 in personal refunds with a separate, same-week $5,250 refund of a Taylor Fresh Foods company check to a third committee, Donohue for Mayor 2024 — refunded 2025-02-25, one day before Bruce’s own refunds. The company figure was already correctly counted once in the $248,650 company total above; it must not also be added to Bruce’s personal figure. Corrected here; the net figures — $12,750 personal, $248,650 company — were never wrong.) Recipients span 22 committees: 17 candidate committees, Measure Q ($35,000) and Measure P ($10,000), McShane for Supervisor ($20,000 cash + $2,100 in salad-and-food noncash), the Sandoval recall committee ($49,000), and Protect Salinas (§ below). Coverage is the electronically searchable record; paper-only legacy filings are not guaranteed. See the Monterey County local filings file above.

Protect Salinas [PRIMARY]

Official Salinas NetFile records establish:

  • Taylor Fresh Foods receipt: $49,000 on 2024-09-30 (Form 460).
  • Taylor Fresh Foods receipt: $51,000 on 2024-10-30 (Form 460).
  • Protect Salinas 2024 contributions: $221,100; Taylor share: 45.23%.
  • Committee-reported IEs: $51,867.46 opposing Anthony Rocha and $2,212.30 opposing Albert Lomeli.

A separate $49K Taylor receipt went to Citizens Supporting the Recall of Andrew Sandoval (different committee/form); it must not be combined with Protect Salinas. The contribution and IE schedules establish two sets of committee activity, not earmarking, donor control, coordination, or causation.

6. Regulation and outbreak chronology

Date Record Source status
2022-11-21 Food Traceability Rule published, 87 FR 70910; compliance originally 2026-01-20 Federal Register [PRIMARY]
2025-03-20 FDA announced intent to extend compliance by 30 months to 2028-07-20 FDA [PRIMARY]
2025-03-26 Taylor Fresh Foods $1M receipt reported by MAGA Inc. [FEC-ROW]
2025-06-23 Taylor Fresh Foods $1M receipt reported by CLF [FEC-ROW]
2025-08-07 FDA proposed the formal compliance-date extension, 90 FR 38084 Federal Register [PRIMARY]
2025-11-12 P.L. 119-37 §780 barred use of FY2026 funds to administer/enforce the rule before 2028-07-20 Congress.gov [PRIMARY]
2026-07-16 Taylor executives reportedly met White House/FDA officials NYT account relayed by Wired/Snopes [SECONDARY; one underlying account]
2026-07-17 Taylor Fresh Foods announced a central-Mexico iceberg-lettuce recall FDA recall [PRIMARY]
2026-07-19 FDA corrected an initial positive sample as false; traceback investigation and recall continued FDA investigation [PRIMARY]

The closest temporal sequence is the March 20 administrative announcement followed six days later by the MAGA receipt. The record reviewed here does not show that the contribution preceded, prompted, or affected FDA’s decision. The congressional enforcement rider became law about eight months later.

This is a live, growing outbreak, not a fixed count. CDC/FDA reported 1,644 cases/94 hospitalizations in the outbreak cluster (then five states) and 1,645 confirmed domestic cases/141 hospitalizations in a broader 34-state surveillance cohort at the point this reporting began; the outbreak-cluster figure had grown to 1,947 cases across nine states/98 hospitalizations as of my last check (July 27, 2026), per FDA’s own investigation page, which now redirects to a “9-State Outbreak” title. Zero deaths have been reported at any point. The cluster and the surveillance cohort are different denominators, not conflicting counts, and both should be read as dated snapshots, not final totals. CDC outbreak investigation; CDC HAN-00531; FDA investigation, current.

Newsweek, Wired, and Snopes quote wording they identify as an HHS social-media response; the primary post was not independently captured, so the quote remains secondary-source corroborated rather than primary-verified.

7. Corporate-structure status [PRIMARY where specified]

Taylor Farms describes itself as privately family-owned and founder-led. The public records reviewed do not establish exact beneficial ownership or a complete parent/subsidiary tree. The roughly two dozen entity names identified mix legal entities, facilities, brands, acquisitions, and an investment.

Two direct registry checks closed open status questions:

  • Taylor Farms Texas, Inc. — Texas taxpayer no. 32002807512; Delaware; registered 2000-09-12; Comptroller “Franchise Tax Ended” and SOS Inactive. An FMCSA carrier status is separate.
  • Taylor Farms Tennessee, Inc. — TN control no. 000322169; foreign Delaware for-profit; registered 1996-12-16; Active, SOS/registered-agent standing good, Revenue Standing Not Good, annual report due 2026-10-01.

These status records do not themselves prove ownership links among named entities.

8. Caveats and fairness constraints

  • No causation claim. Contributions, lobbying disclosures, meetings, regulatory actions, and outbreak events are reported as separate facts unless a source directly links them. None reviewed here establishes a quid pro quo.
  • Independent-committee separation. A donor’s receipt and a committee’s later spending do not show earmarking, direction, knowledge, or coordination.
  • Individual/company separation. Personal gifts by employees or executives are not corporate gifts. Self-reported employment does not establish that the employer approved or shared a political view.
  • Memo semantics. memoed_subtotal=true rows can disclose legal attribution without adding money. Monetary sums and ranks here exclude them.
  • Name matching. Free-text entity/person names, employers, cities, and occupations create false positives and missed variants. Ambiguous affiliate and homonym rows remain excluded or labeled.
  • Sector scope. Produce/agriculture labels are a documented heuristic, not FEC metadata or a complete industry census.
  • Party coding. “Republican/conservative-aligned” is descriptive analyst coding for committees, not a universal FEC field and not evidence of donor motive.
  • Processed-data timing. FEC processed data can lag filings. The network comparison is a time-stamped processed-data snapshot, not a permanent denominator.
  • Source independence. Several articles repeating one underlying NYT account are one report, not multiple independent confirmations.

9. Audit and reproducibility

I ran these checks myself, as a self-audit before publishing:

  1. Recomputed every committed CSV’s row count, amount sums, duplicates, ranges, and internal reconciliations.
  2. Re-pulled the corporate and insider attribution populations with transaction ID, sub-ID, image number, and memoed_subtotal retained.
  3. Visually checked the two $1M corporate receipts and representative direct/memo individual rows in FEC filing PDFs.
  4. Re-pulled every planned ≥$100K six-PAC row and separated direct from memo attribution rows.
  5. Verified Protect Salinas receipts and candidate-specific IEs against official Forms 460/496.
  6. Reconciled every Taylor LDA quarter and checked Texas/Tennessee official registries.
  7. Spot-checked rulemaking, legislation, outbreak, recall, and cohort claims against primary pages.
  8. Checked my own language about named people, donor motive, association roles, access, ownership, and source independence.

My verification tooling had real defects, since corrected: an earlier check was pinning the wrong row in a multi-transaction filing instead of the exact transaction; a network-verification pass was reading the wrong column; and clean network rebuilds now explicitly exclude memo rows and retain the fields needed to check them.

Original raw data extracts remain preserved alongside dated correction notes for every figure that changed. On the same pass I also corrected the network plan to include AFP 2018, SLF 2016/2018, and Heartland 2016/2020.

10. Closed and deferred threads

Closed in Phase A: exact FEC filing-PDF checks; insider memo overcount; six-PAC memo contamination/ranks; Protect Salinas raw forms; Sidley/Normandy/Troutman LDA totals; Texas/Tennessee status; FDA/Congress/CDC/FDA-recall primary-page checks. An OpenSecrets year chart broadly corroborated older LDA years, but its summary display was internally inconsistent; primary LDA filings control.

Closed in Phase B (reconciled): audited California state giving by donor class (raw CAL-ACCESS control); Monterey County local sweep incl. refunds/noncash; association lobbying quantification 2019–2026 Q2; California state-lobbying exact-name absence; the Steve/Bruce identity correction and the consequent federal Bruce reclassification ($952,454 controlling).

Still open: an FEC processed-data refresh (time-gated, ~mid-August 2026 — must also re-apply the Steven-name exclusion); a dashboard built from the reconciled figures; complete legal-entity/beneficial-ownership mapping; paper-only legacy local filings; optional capture of the original HHS post.

This report was published at lineitem.news on July 24, 2026, after the corrections and additions documented above; the working research repository itself has not been made public.