Baloney Inspection Report: Claim #1102 · Inspected Oct 5, 2026, 11:20 PM PDT · Scoring model v2
96%“Republican-aligned actors issued nearly three-quarters of fact-checked 2024 election hoaxes”
96%Super Fresh Truth — Ready to Eat!
THE CLAIM CHECKS OUT.
Independently verifiedPhysically repeatable evidenceConfirmed across rival labsSafe to serve
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The Verdict
“Republican-aligned actors issued nearly three-quarters of fact-checked 2024 election hoaxes”96% Super Fresh Truth — Ready to Eat!Verified blind by 5 frontier AIs · Baloney Inspection Report: baloney.ai/baloney/republican-aligned-actors-issued-nearly-three-quarters-ofThe Baloney Sampler
The claim is accurate based on an American Behavioral Scientist study, reported by PsyPost, which analyzed 374 false 2024 election messages checked by PolitiFact. It found that about 73% of these hoaxes were issued by Republican-aligned actors. A separate PolitiFact review of 60 election claims similarly found that 70% originated from right-leaning speakers. Foundational research in Science and Nature confirms a broader pattern of conservative accounts disproportionately sharing false information and low-quality news domains.
However, this statistic reflects a curated dataset rather than a comprehensive census of all internet misinformation. Fact-checking organizations, as detailed by FactCheck.org and the journal Research & Politics, prioritize checking claims based on virality and public interest, introducing selection bias. Additionally, left-leaning groups, anonymous accounts, and foreign influence operations also generated 2024 election hoaxes. Because the claim explicitly specifies 'fact-checked' hoaxes, the figure is correct, even if it measures editorial attention alongside the true distribution of falsehoods.
Resting on PsyPost · PolitiFact · FactCheck.org · Nature
Other ways to slice it — phrasings that might have changed the rating
- “Republican-aligned actors issued nearly three-quarters of all 2024 election hoaxes across the internet.” Removing the 'fact-checked' qualifier exposes the claim to intense scrutiny over selection bias, as the 73% statistic applies only to a curated sample of analyzed claims, not the total unmeasured volume of all online misinformation.
- “The Republican Party and formal campaign officials produced 73% of fact-checked 2024 election hoaxes.” The underlying study counted 'Republican-aligned actors,' a much broader category that includes influencers and unaffiliated supporters, so strictly attributing the volume to formal party organizations would misrepresent the data.
- “The original source of most fact-checked election hoaxes cannot be conclusively attributed to any political faction.” A separate academic analysis noted that over 67% of fact-checks lacked an identified original source, highlighting the difficulty in attributing partisan alignment to anonymous accounts or foreign influence operations.
Written from the panel’s reports by Google · gemini-3.1-pro-preview. Nothing here changed the score.
The Order Ticket
06:20:37CLAIM RECEIVED — QUEUED FOR INSPECTION✓
06:21:50claude-opus-5 REPORTED — SCORE 24, CONFIDENCE 55✓
06:21:52gpt-5.5 REPORTED — SCORE 5, CONFIDENCE 72✓
06:21:26gemini-3.1-pro-preview REPORTED — SCORE 18, CONFIDENCE 75✓
06:20:49sonar-pro REPORTED — SCORE 4, CONFIDENCE 85✓
06:22:41grok-4.6 REPORTED — SCORE 16, CONFIDENCE 42✓
06:23:39PRIMARY MASTER GEMINI — SCORE 4✓
06:22:46BLIND VALIDATION PERPLEXITY — SCORE 4✓
06:24:05AGREEMENT CONFIRMED — DELTA 0✓
06:24:05SCORING MODEL V2 — MEDIAN OF 5 COUNTED LAB SCORES: 24, 5, 18, 4, 16 → 16. FRESH RULE: THE PRIMARY MASTER SCORES 4 AND THE BLIND MASTER 4 — BOTH SUPER FRESH TRUTH — AND THE COUNTED MEDIAN IS 16, ON THE TRUE SIDE. PUBLISHED AS 4, THE MORE CAUTIOUS OF THE TWO MASTERS.✓
06:24:05SOURCE RULE — LABS CITED 26 SOURCES: 0 DISCARDED FOR HAVING NO URL, 5 DISCARDED AS DEAD LINKS (404/410), 6 COULD NOT BE OPENED BY US AND ARE MARKED UNVERIFIED.✓
06:24:05SOURCE RULE — PRIMARY MASTER RULED ON 20 SOURCES: 0 DISCARDED FOR HAVING NO URL, 0 DISCARDED AS DEAD LINKS, 6 MARKED UNVERIFIED, 14 VERIFIED.✓
How This One Was Sliced
Station 1 · Blind Inspection — Five Graders, Zero Peeking
Each lab scored the claim independently, without seeing the others. Open a breakdown for its evidence, its sources, and how sure it was.
Anthropic · EQUAL WEIGHT · 72.6s
claude-opus-5
76%TRUTH
ROUND-1 BREAKDOWN
Evidence offered for the claim- The directional pattern is well documented in peer-reviewed research: Grinberg et al. (Science, 2019) found that sharing of and exposure to 'fake news' sources on Twitter during the 2016 U.S. election was heavily concentrated among conservative-leaning accounts, with roughly 1% of users accounting for 80% of exposure and conservatives disproportionately represented.
- Guess, Nagler and Tucker (Science Advances, 2019) found that Facebook users who self-identified as very conservative shared articles from fake-news domains at several times the rate of liberals and moderates, independent of age.
- Mosleh & Rand (Nature Communications, 2022) found that Republican political elites on Twitter shared links to low-quality/low-factualness news domains at substantially higher rates than Democratic elites, meaning the pool of elite-origin falsehoods available to fact-checkers skews right.
- Qualitatively, the highest-profile fact-checked 2024 election falsehoods — large-scale noncitizen voting, 'rigged'/hacked voting machines, the Springfield, Ohio Haitian pet-eating story, FEMA withholding hurricane aid from Republicans, claims the 2020 election was stolen — originated with or were amplified by Trump, Vance, Republican officials, or right-aligned influencer accounts. PolitiFact's 2024 Lie of the Year was the Springfield, Ohio rhetoric promoted by Trump and Vance.
- Research published in Nature (2024) on politically asymmetric sanctions explicitly documents that conservatives share more content flagged as false by fact-checkers, and concludes this asymmetry largely reflects real differences in sharing behavior rather than only fact-checker bias — consistent with a strong majority (not necessarily exactly ~73-75%) of fact-checked falsehoods tracing to right-aligned sources.
Evidence against the claim- No identifiable published dataset, fact-checking organization, or peer-reviewed study produced a headline figure of 'nearly three-quarters' of fact-checked 2024 election hoaxes being attributable to Republican-aligned actors. The specific number appears to be unsourced or a secondhand paraphrase, and cannot be independently verified as stated.
- 'Fact-checked 2024 election hoaxes' is not a defined universe. PolitiFact, Snopes, FactCheck.org, Reuters, AFP and AP each use different selection criteria, different definitions of 'hoax' versus 'misleading claim,' and different attribution rules, so any single percentage depends entirely on which corpus is counted.
- Fact-checker selection bias is a documented methodological problem: outlets choose which claims to check, and checkable-claim selection is not random (see Lim, Research & Politics, 2018, on low inter-fact-checker agreement). Partisan ratio statistics therefore measure fact-checkers' attention as much as the underlying distribution of falsehoods.
- 'Republican-aligned actors' is vague. Much 2024 election misinformation came from foreign influence operations (Russian-linked Doppelganger/Storm-1516 operations, Iranian actors), anonymous engagement-farming accounts, and AI-generated content whose partisan 'alignment' is assigned by the analyst, not self-declared — attributing all of it to 'Republican-aligned actors' overstates what the evidence shows.
- Left-aligned and anti-Trump false claims were also fact-checked in 2024 (fabricated Trump quotes, miscaptioned rally footage, false Project 2025 attributions, doctored Vance material), so the residual category is non-trivial, though smaller.
- The claim is stated with numerical precision ('nearly three-quarters') that implies a rigorous count behind it; no such authoritative count is publicly available for 2024.
How sure this lab was55/100 — the lab’s own confidence in the score above, not a second reading of the claim.
SourcesScience (Grinberg, Joseph, Friedland, Swire-Thompson, Lazer)journal · 95 · Science Advances (Guess, Nagler, Tucker)journal · 94 · Nature Communications (Mosleh & Rand)journal · 92 · Nature (politically asymmetric sanctions / misinformation sharing)journal · 90 · Research & Politics (Chloe Lim, 'Checking how fact-checkers check')journal · 85 · Snopesfactcheck · 82 · Associated Pressnews · 88 · U.S. Cybersecurity and Infrastructure Security Agencygov · 88
OpenAI · EQUAL WEIGHT · 74.2s
gpt-5.5
95%TRUTH
ROUND-1 BREAKDOWN
Evidence offered for the claim- The strongest support is the apparently claim-specific NewsGuard tracking project on 2024 election misinformation: its catalogue of fact-checked false election narratives has been summarized as finding roughly 73% tied to Republican/right-aligned actors, which matches the phrase "nearly three-quarters."
- The broader fact-checking record is directionally consistent: many high-profile 2024 election hoaxes fact-checked by FactCheck.org, PolitiFact and CISA involved Trump/GOP/right-wing claims about noncitizen voting, mass fraud, Pennsylvania cheating, voting machines, and related election-integrity narratives.
- The statement is limited to "fact-checked" hoaxes, not all misinformation; under that narrower reading, using a fact-check database as the denominator is a plausible and supportable method.
Evidence against the claim- The claim depends heavily on the dataset definition: fact-checks are not a random sample of all election hoaxes. Fact-checkers select claims for newsworthiness, reach, and public importance, so the percentage should not be read as the share of all 2024 election misinformation.
- "Republican-aligned actors" and "issued" are imprecise. Some hoaxes are created by anonymous accounts, foreign influence operations, or unclear originators and then amplified by partisan actors; classifying those as Republican-aligned can require judgment calls.
- There were meaningful non-Republican-aligned 2024 election hoaxes, including foreign/Russian influence efforts and post-election conspiracy claims about Starlink or voting machines, so the claim is accurate only as a proportional statement about the analyzed fact-checked set, not as an exhaustive description of all hoaxes.
How sure this lab was72/100 — the lab’s own confidence in the score above, not a second reading of the claim.
SourcesFactCheck.orgfactcheck · 92 · Cybersecurity and Infrastructure Security Agencygov · 91 · PolitiFactfactcheck · 88
Google · EQUAL WEIGHT · 49.1s
gemini-3.1-pro-preview
82%TRUTH
ROUND-1 BREAKDOWN
Evidence offered for the claim- Academic and institutional research into recent U.S. elections indicates a significant partisan asymmetry in election integrity misinformation. Comprehensive analyses, such as the Stanford Election Integrity Partnership's report on the 2020 election, found that right-leaning and Republican-aligned actors drove the overwhelming majority of viral election fraud claims.
- During the 2024 election cycle, the most prominent systemic election hoaxes—such as widespread non-citizen voting, ballot mule conspiracies, and rigged voting machines—have been primarily advanced by Republican candidates, conservative influencers, and right-aligned media, naturally leading fact-checkers to disproportionately focus on their claims.
Evidence against the claim- There is no universally recognized, comprehensive public database or major consensus report that verifies the exact statistic of 'nearly three-quarters' (75%) for the 2024 election cycle. The figure appears misleadingly precise and lacks a transparent, widely accepted methodology.
- Relying on the metric of 'fact-checked' hoaxes introduces inherent selection bias. Fact-checking organizations independently choose which claims to prioritize based on virality and public interest, meaning any percentage derived from these checks reflects editorial focus rather than the absolute distribution of all misinformation.
- Left-leaning and non-partisan actors also generate election-related misinformation (such as exaggerated claims regarding voter suppression mechanics or AI-generated political deepfakes), making rigid partisan percentage breakdowns highly dependent on how a 'hoax' is defined.
How sure this lab was75/100 — the lab’s own confidence in the score above, not a second reading of the claim.
SourcesStanford Internet Observatory / Election Integrity Partnershipedu · 95 · Associated Pressnews · 90
Perplexity · EQUAL WEIGHT · 11.2s
sonar-pro
96%TRUTH
ROUND-1 BREAKDOWN
Evidence offered for the claim- A study published in American Behavioral Scientist analyzed 374 false messages related to the 2024 U.S. presidential election, drawn from PolitiFact checks covering January 2024 through January 2025. It reported that actors aligned with the Republican Party issued about 73% of the hoaxes. The study’s reported figure directly supports the claim as written. [https://www.psypost.org/how-politicians-and-influencers-spread-disinformation-during-the-2024-election/]
- PolitiFact’s own review of 60 election-related claims found that about 70% came from right-leaning speakers, compared with 8% from left-leaning accounts. This is not the same dataset or measure as the 73% study, but it points in the same direction. [https://politifact.com/article/2024/nov/26/2024-election-had-claims-on-mail-ballots-machines/]
- The underlying study reportedly identified the source in more than 90% of cases, which makes the partisan attribution less dependent on speculation than a dataset composed mainly of unattributed claims. [https://www.psypost.org/how-politicians-and-influencers-spread-disinformation-during-the-2024-election/]
Evidence against the claim- The claim compresses a study-specific result into a broad statement. The sample consisted of 374 false messages collected from PolitiFact, so it does not establish that Republican-aligned actors produced nearly three-quarters of all 2024 election hoaxes across the internet, media, or the electorate. [https://www.psypost.org/how-politicians-and-influencers-spread-disinformation-during-the-2024-election/]
- The study’s 73% figure concerns actors classified as Republican-aligned, not necessarily Republican Party officials or formal campaign organizations. The wording could therefore imply a narrower and more definitive attribution than the evidence supports. [https://www.psypost.org/how-politicians-and-influencers-spread-disinformation-during-the-2024-election/]
- PolitiFact’s separate 2024 review reported approximately 70% of checked claims from right-leaning speakers, but that review covered 60 claims and used a different selection and classification method. Agreement between the figures is supportive, but it is not an independent replication of the exact 73% estimate. [https://politifact.com/article/2024/nov/26/2024-election-had-claims-on-mail-ballots-machines/]
- A separate academic analysis of 204 fact-checks found that 67.2% lacked an identified source, limiting confidence in broad claims about who originated election hoaxes. It reported that Republican-associated figures were prominent among identified sources, but it did not establish a 73% Republican share. [https://nuevaepoca.revistalatinacs.org/index.php/revista/article/view/2513/5426]
How sure this lab was85/100 — the lab’s own confidence in the score above, not a second reading of the claim.
SourcesPsyPostnews · 78 · PolitiFactfactcheck · 94 · Revista Latina de Comunicación Socialjournal · 82 · FactCheck.orgfactcheck · 93 · NewsGuardother · 84
xAI · EQUAL WEIGHT · 123.4s
grok-4.6
84%TRUTH
ROUND-1 BREAKDOWN
Evidence offered for the claim- Republican officials, Donald Trump, and allied media repeatedly promoted 2024 claims about widespread noncitizen voting, voting-machine manipulation, and mail-ballot fraud that multiple fact-checkers rated false.
- Volume of false election-process claims from the Trump campaign and Republican-aligned accounts was high relative to Democratic-aligned volume in the same cycle, consistent with a large majority in a fact-check sample.
Evidence against the claim- No transparent, replicable public dataset or peer-reviewed count was identified that shows 'nearly three-quarters' of all fact-checked 2024 election hoaxes originated with Republican-aligned actors.
- The claim depends on unstated definitions of 'hoax,' 'issued,' and 'Republican-aligned,' plus whichever items fact-checkers chose to rate, so the percentage can be an artifact of story selection rather than the underlying information environment.
- False or misleading 2024 election claims also came from Democratic-aligned sources, unaffiliated viral posts, and documented foreign influence activity, which a partisan-only tally omits.
How sure this lab was42/100 — the lab’s own confidence in the score above, not a second reading of the claim.
SourcesPolitiFactfactcheck · 80 · CISAgov · 90 · Reutersnews · 88
Station 2 · The Masters
Primary Master · drawn at random
gemini-3.1-pro-preview
96% TRUTH
The claim explicitly scopes its metric to 'fact-checked 2024 election hoaxes.' A peer-reviewed study analyzing 374 false 2024 election messages drawn from PolitiFact found that approximately 73% were issued by Republican-aligned actors. A separate review by PolitiFact corroborates this ratio, finding roughly 70% of reviewed election claims originated from right-leaning speakers. Because the specific statistic ('nearly three-quarters') is accurately cited from academic literature regarding this exact dataset, the statement is true, with the caveat that 'fact-checked' hoaxes are a curated sample reflecting editorial selection rather than a comprehensive census of all online misinformation.
Evaluators uniformly recognized a well-documented partisan asymmetry in the sharing of election misinformation, with right-leaning sources consistently driving the most viral hoaxes. They diverged on the verifiability of the exact 'three-quarters' statistic. While three evaluators assumed the number was anecdotal or overly precise, Evaluator 2 identified the specific peer-reviewed study (analyzing 374 PolitiFact checks) that explicitly found 73% of false 2024 election messages were issued by Republican-aligned actors, rendering the claim substantially true.
SUPER FRESH — VERIFIED AGAINST AMERICAN BEHAVIORAL SCIENTIST VIA PSYPOST; POLITIFACT; NATURE
Blind Validation Master · never saw the Primary’s work
sonar-pro
96% TRUTH
The claim is substantially supported as written by a study of 374 false messages about the 2024 U.S. presidential election collected from PolitiFact checks from January 2024 through January 2025. That study reportedly found that Republican-aligned actors issued about 73% of the hoaxes, directly matching “nearly three-quarters.” A separate PolitiFact review found that about 70% of its checked election claims came from right-leaning speakers, providing convergent support. The main limitation is scope: these figures describe selected PolitiFact fact-checks, not all election hoaxes or misinformation, and “Republican-aligned” includes more than official Republican organizations. Because the statement explicitly says “fact-checked,” the dataset limitation is an important caveat but not enough to make the claim false or merely fishy.
AGREEMENT TEST PASSED — BOTH MASTERS SCORED 96% · BLIND VALIDATION CONFIRMED THIS SCORE · NO RE-EVALUATION REQUIRED
How the number was reached · scoring model v2 · how our models work
- Median of 5 counted lab scores: 24, 5, 18, 4, 16 → 16.
- Fresh rule: the Primary Master scores 4 and the Blind Master 4 — both Super Fresh Truth — and the counted median is 16, on the true side. Published as 4, the more cautious of the two masters.
The Evidence
Evidence for the claim
- American Behavioral Scientist study An academic study analyzing 374 false election messages checked by PolitiFact found that 73% were issued by actors aligned with the Republican Party, matching the claim of 'nearly three-quarters.'
- PolitiFact's 2024 review A separate review by PolitiFact of 60 election-related claims found that approximately 70% came from right-leaning speakers, pointing in the exact same statistical direction.
- Documented partisan asymmetry Extensive peer-reviewed research covering multiple cycles consistently finds that conservative and Republican-aligned accounts disproportionately generate and share misinformation flagged by fact-checkers.
Evidence offered against the claim
- Methodological selection bias Fact-checking organizations select claims based on virality, newsworthiness, and potential harm. The 73% figure measures fact-checkers' editorial focus as much as it reflects the definitive volume of all online hoaxes.
- Ambiguous source alignment Misinformation often originates from anonymous accounts, engagement farms, or foreign influence operations. Attributing these to specific domestic political alignments involves analytical judgment calls by researchers.
Sources · Reliability · Why Accepted or Discounted
| Source | Type | Reliability | Ruling |
|---|
| FactCheck.org | factcheck | 92 | ACCEPTED — Provides context on the selection criteria used by fact-checkers, which influences dataset composition. |
| Cybersecurity and Infrastructure Security Agency | gov | 91 | ACCEPTED — Reliable government source tracking the specific nature of prominent 2024 election rumors. |
| PolitiFact | factcheck | 88 | ACCEPTED — Details the methodology behind the PolitiFact dataset analyzed in the 73% study. |
| PsyPost | news | 78 | ACCEPTED — Directly reports on the American Behavioral Scientist study that validates the 73% statistic cited in the claim. |
| PolitiFact | factcheck | 94 | ACCEPTED — Provides a separate organizational analysis showing 70% of reviewed claims came from right-leaning speakers. |
| Revista Latina de Comunicación Social | journal | 82 | ACCEPTED — Academic analysis demonstrating how often fact-checks lack identified sources, providing important nuance. |
| FactCheck.org | factcheck | 93 | ACCEPTED — Documents specific, high-volume election falsehoods spread by prominent Republican actors. |
| NewsGuard | other | 84 | ACCEPTED — Validates the broader tracking of specific election hoaxes referenced by evaluators. |
| Scienceunverified | journal | 95 | ACCEPTED — Highly rigorous foundational research documenting partisan asymmetry in fake news sharing. |
| Science Advancesunverified | journal | 94 | ACCEPTED — Peer-reviewed confirmation that conservative accounts disproportionately share untrustworthy domain links. |
| Nature Communications | journal | 92 | ACCEPTED — Documents differences in misinformation sharing between elite political cohorts. |
| Nature | journal | 90 | ACCEPTED — Recent peer-reviewed research verifying true behavioral asymmetries in sharing flagged falsehoods. |
| Research & Politicsunverified | journal | 85 | ACCEPTED — Provides critical context on selection bias among fact-checkers. |
| Snopes | factcheck | 82 | DISCOUNTED — Generic homepage URL that does not provide specific data supporting or refuting the quantifiable claim. |
| Associated Pressunverified | news | 88 | DISCOUNTED — Generic hub page lacking specific data regarding 2024 election hoax distribution. |
| PolitiFact | factcheck | 80 | ACCEPTED — Contextualizes the high volume of false claims checked from the Republican party's primary figure. |
| CISA | gov | 90 | DISCOUNTED — General topic landing page; a more specific CISA page was already accepted for context. |
| Reutersunverified | news | 88 | DISCOUNTED — Generic fact-checking index page without reference to the 73% dataset. |
| Stanford Internet Observatory | edu | 95 | ACCEPTED — Comprehensive baseline report on election integrity falsehood dynamics from previous cycles. |
| Associated Pressunverified | news | 90 | DISCOUNTED — Generic topic hub lacking relevant specifics for evaluating the statistical claim. |
Every link was opened when this claim was inspected. A dead link was discarded before publication; “unverified” means the site refused our automated check and the link is the one the panel cited. A source without a URL was never kept.
Serve It Fresh
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The Verdict
“Republican-aligned actors issued nearly three-quarters of fact-checked 2024 election hoaxes”96% Super Fresh Truth — Ready to Eat!Verified blind by 5 frontier AIs · Baloney Inspection Report: baloney.ai/baloney/republican-aligned-actors-issued-nearly-three-quarters-of