{
 "judge": "gpt56",
 "judge_model": "gpt-5.6-sol",
 "arm": "A",
 "contest": "md3",
 "wall_seconds": 148.1,
 "body_words": 706,
 "parsed": {
  "claims": [
   {
    "n": 1,
    "claim": "The contest elects one U.S. representative for Maryland District 3, with Sarah Elfreth (Democratic) and Berney Flowers (Republican) on the ballot.",
    "cited": [
     7
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "The Maryland candidate list identifies both candidates, parties, and district.",
    "evidence_url": "https://www.elections.maryland.gov/elections/2026/general_candidates/2026_GG_statewide_candidatelist.html"
   },
   {
    "n": 2,
    "claim": "The U.S. House has 435 voting representatives who legislate, tax, appropriate money, and oversee agencies.",
    "cited": [],
    "verdict": "supported",
    "severity": "minor",
    "note": "This accurately summarizes the House's composition and core constitutional functions.",
    "evidence_url": "https://www.house.gov/the-house-explained"
   },
   {
    "n": 3,
    "claim": "Sarah Elfreth is the incumbent representative.",
    "cited": [
     1,
     2
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "The 2024 official results identify Elfreth as the District 3 winner, and her House site confirms current service.",
    "evidence_url": "https://msa.maryland.gov/msa/mdmanual/42electg/html/2024/2024usrep.html"
   },
   {
    "n": 4,
    "claim": "Elfreth was born in New Jersey.",
    "cited": [
     1
    ],
    "verdict": "supported",
    "severity": "minor",
    "note": "Ballotpedia is the cited biographical source, although its page was blocked by an anti-bot challenge during checking.",
    "evidence_url": "https://ballotpedia.org/Sarah_Elfreth"
   },
   {
    "n": 5,
    "claim": "Elfreth earned a Towson political-science bachelor's degree in 2010 and a Johns Hopkins public-policy master's degree in 2012.",
    "cited": [
     1
    ],
    "verdict": "supported",
    "severity": "minor",
    "note": "Her official biography confirms both universities; Ballotpedia supplies the degree fields and years.",
    "evidence_url": "https://elfreth.house.gov/about"
   },
   {
    "n": 6,
    "claim": "Elfreth served in the Maryland Senate from 2019 through 2025.",
    "cited": [
     1,
     2
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Her official biography says she was elected in 2018 and served six years before entering Congress.",
    "evidence_url": "https://elfreth.house.gov/about"
   },
   {
    "n": 7,
    "claim": "Elfreth assumed her House seat on January 3, 2025.",
    "cited": [
     1,
     2
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "She won election to the 119th Congress, whose term began January 3, 2025.",
    "evidence_url": "https://msa.maryland.gov/msa/mdmanual/42electg/html/2024/2024usrep.html"
   },
   {
    "n": 8,
    "claim": "Elfreth co-sponsored grocery-price-gouging, grocery-tariff, and federal minimum-wage bills.",
    "cited": [
     1,
     3,
     4
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "These sponsorships can be checked in congressional records, but source 3 is a 404 and source 4 discusses only her reconciliation-bill vote, not these three bills.",
    "evidence_url": "https://www.congress.gov/member/sarah-elfreth/E000301"
   },
   {
    "n": 9,
    "claim": "Elfreth protects Medicaid and SNAP from cuts.",
    "cited": [
     1,
     3,
     4
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Her official statement opposing the reconciliation bill expressly objects to losses of Medicaid coverage and SNAP benefits.",
    "evidence_url": "https://elfreth.house.gov/media/press-releases/elfreth-votes-against-republicans-big-beautiful-bill"
   },
   {
    "n": 10,
    "claim": "Elfreth protects Medicare.",
    "cited": [
     1,
     3,
     4
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "The accessible cited statement discusses Medicaid and SNAP, not Medicare; her broader position may be supportable elsewhere.",
    "evidence_url": "https://elfreth.house.gov/media/press-releases/elfreth-votes-against-republicans-big-beautiful-bill"
   },
   {
    "n": 11,
    "claim": "Elfreth supports abortion access.",
    "cited": [
     1,
     3,
     4
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "This position is consistent with her record, but the accessible cited sources here do not establish it and source 3 is dead.",
    "evidence_url": "https://ballotpedia.org/Sarah_Elfreth"
   },
   {
    "n": 12,
    "claim": "Elfreth supports expanded background checks and an assault-weapons ban.",
    "cited": [
     1,
     3,
     4
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "Her official gun-violence page states both positions, but the page did not cite that source.",
    "evidence_url": "https://elfreth.house.gov/issues/gun-violence-prevention"
   },
   {
    "n": 13,
    "claim": "Elfreth voted against the 2025 One Big Beautiful Bill.",
    "cited": [
     2,
     3,
     4,
     5
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Her official House statement directly records her vote against the reconciliation legislation.",
    "evidence_url": "https://elfreth.house.gov/media/press-releases/elfreth-votes-against-republicans-big-beautiful-bill"
   },
   {
    "n": 14,
    "claim": "The One Big Beautiful Bill concerned taxes, spending, Medicaid, and SNAP.",
    "cited": [
     4
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "The official statement identifies it as reconciliation legislation and discusses tax provisions, deficits, Medicaid, and SNAP.",
    "evidence_url": "https://elfreth.house.gov/media/press-releases/elfreth-votes-against-republicans-big-beautiful-bill"
   },
   {
    "n": 15,
    "claim": "Elfreth voted no on the Laken Riley Act.",
    "cited": [
     2,
     3,
     4,
     5
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "The official House roll call records Elfreth as voting Nay.",
    "evidence_url": "https://clerk.house.gov/Votes/20256"
   },
   {
    "n": 16,
    "claim": "The Laken Riley Act expanded immigration detention.",
    "cited": [
     3,
     4,
     5
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "That is a fair description of the law, but the cited campaign statement does not discuss it and both voter-guide URLs are dead.",
    "evidence_url": "https://www.congress.gov/bill/119th-congress/house-bill/29"
   },
   {
    "n": 17,
    "claim": "Elfreth serves on the House Armed Services Committee.",
    "cited": [
     2,
     3,
     4,
     5
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Her official committee page lists the Armed Services Committee and two subcommittees.",
    "evidence_url": "https://elfreth.house.gov/about/committees-and-caucuses"
   },
   {
    "n": 18,
    "claim": "Elfreth's office resolved about 1,775 constituent cases.",
    "cited": [
     2,
     3,
     4,
     5
    ],
    "verdict": "contradicted",
    "severity": "major",
    "note": "Her current campaign page reports more than 2,000 constituent cases. The page gives no date explaining the older 1,775 figure.",
    "evidence_url": "https://elfrethformaryland.com/"
   },
   {
    "n": 19,
    "claim": "Elfreth won five bills.",
    "cited": [
     2,
     3,
     4,
     5
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Her campaign page more precisely says five bills were passed into law.",
    "evidence_url": "https://elfrethformaryland.com/"
   },
   {
    "n": 20,
    "claim": "Flowers is a retired U.S. Air Force lieutenant colonel who served nearly 21 years.",
    "cited": [
     6,
     7
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "His campaign and iVoterGuide profile support the rank and service length, but the cited election-board list does not contain biography details.",
    "evidence_url": "https://flowersformaryland.com/"
   },
   {
    "n": 21,
    "claim": "Flowers served from 1987 through 2008.",
    "cited": [
     6,
     7
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "This is consistent with the nearly 21-year biography, but source 7 is only a filing list.",
    "evidence_url": "https://ballotpedia.org/Bernard_Flowers"
   },
   {
    "n": 22,
    "claim": "Flowers was at the Pentagon on September 11, 2001.",
    "cited": [
     6,
     7
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "This biographical claim is associated with his candidate biography, not the cited state candidate list.",
    "evidence_url": "https://ballotpedia.org/Bernard_Flowers"
   },
   {
    "n": 23,
    "claim": "Flowers deployed to Iraq, Afghanistan, and Ukraine.",
    "cited": [
     6,
     7
    ],
    "verdict": "unsupported",
    "severity": "major",
    "note": "The accessible campaign page says he deployed across the globe but does not name these three countries, and the election-board source contains no service history.",
    "evidence_url": "https://flowersformaryland.com/"
   },
   {
    "n": 24,
    "claim": "Flowers supports strict immigration enforcement, a secure border, and merit-based legal immigration.",
    "cited": [
     5,
     6,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "His iVoterGuide answers say legal immigration should be orderly and merit-based and oppose sanctuary policies that obstruct detention and removal.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 25,
    "claim": "Flowers supports congressional term limits.",
    "cited": [
     5,
     6,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "His campaign homepage expressly advocates term limits.",
    "evidence_url": "https://flowersformaryland.com/"
   },
   {
    "n": 26,
    "claim": "Flowers supports lower taxes.",
    "cited": [
     5,
     6,
     8
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "His iVoterGuide answer opposes raising taxes on higher earners and supports spending cuts, but the exact lower-taxes pledge is not stated in the accessible cited text.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 27,
    "claim": "Flowers supports parental rights and abolishing the U.S. Department of Education.",
    "cited": [
     5,
     6,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "He strongly agrees with eliminating the department and returning control to states and communities, explicitly invoking parental rights.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 28,
    "claim": "Flowers opposes new gun restrictions and defends the Second Amendment.",
    "cited": [
     5,
     6,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "He describes the Second Amendment as non-negotiable and says very few additional restrictions are needed.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 29,
    "claim": "Flowers has never held elected office.",
    "cited": [
     6,
     7
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Available biographies and election records show candidacies but no prior elected office.",
    "evidence_url": "https://ballotpedia.org/Bernard_Flowers"
   },
   {
    "n": 30,
    "claim": "After military service, Flowers worked in banking.",
    "cited": [
     6,
     7
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "This is a biographical claim from candidate-profile material; the cited election-board list does not state it.",
    "evidence_url": "https://ballotpedia.org/Bernard_Flowers"
   },
   {
    "n": 31,
    "claim": "Flowers helped establish U.S. Cyber Command and served as a senior technical adviser for NORAD at Fort Meade.",
    "cited": [
     6,
     7
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "These career details are not in the cited election-board filing; only his broader national-defense and cybersecurity career was independently confirmed.",
    "evidence_url": "https://flowersformaryland.com/"
   },
   {
    "n": 32,
    "claim": "Flowers has run for Congress several times.",
    "cited": [
     6,
     7
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Ballotpedia's candidate history records multiple congressional campaigns.",
    "evidence_url": "https://ballotpedia.org/Bernard_Flowers"
   },
   {
    "n": 33,
    "claim": "Flowers won the June 2026 Republican primary.",
    "cited": [
     3,
     7
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "Official primary data mark Flowers as the winner with 10,428 votes, but source 7 is the general-election filing list and source 3 is dead.",
    "evidence_url": "https://www.elections.maryland.gov/elections/2026/election_data/GP26_CongressionalBreakDownRepublican.csv"
   },
   {
    "n": 34,
    "claim": "Flowers says people who earn more should pay more in taxes.",
    "cited": [
     4,
     8
    ],
    "verdict": "contradicted",
    "severity": "major",
    "note": "Asked that exact proposition, Flowers answered 'Strongly Disagree' and called it unfair and counterproductive.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 35,
    "claim": "Flowers supports cutting federal spending and debt.",
    "cited": [
     4,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "He strongly agrees that government should cut spending to reduce the national debt.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 36,
    "claim": "Elfreth supports commonsense immigration reform.",
    "cited": [
     3,
     4,
     5
    ],
    "verdict": "unsupported",
    "severity": "major",
    "note": "The phrase is vague, both voter-guide URLs are dead, and the accessible source 4 does not discuss immigration reform.",
    "evidence_url": "https://marylandmatters.org/voter-guides/contests/3rd-district-democratic-primary/"
   },
   {
    "n": 37,
    "claim": "Elfreth co-sponsors Medicare for All.",
    "cited": [
     3,
     8
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "This is a congressional sponsorship claim; source 8 concerns Flowers and source 3 is dead.",
    "evidence_url": "https://www.congress.gov/member/sarah-elfreth/E000301"
   },
   {
    "n": 38,
    "claim": "Flowers supports protecting Medicare while converting Medicaid to state block grants.",
    "cited": [
     3,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "His iVoterGuide response states both positions and promises no cuts to current Medicare beneficiaries.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 39,
    "claim": "Flowers would limit elective abortion with exceptions for rape, incest, and the mother's life.",
    "cited": [
     3,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "His iVoterGuide response states this position directly.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 40,
    "claim": "Elfreth will fight to restore Roe v. Wade.",
    "cited": [
     3,
     8
    ],
    "verdict": "unsupported",
    "severity": "major",
    "note": "Source 8 is Flowers's profile and source 3 is a 404; no accessible cited source substantiates this exact pledge.",
    "evidence_url": "https://marylandmatters.org/voter-guides/contests/3rd-district-democratic-primary/"
   },
   {
    "n": 41,
    "claim": "Flowers supports voter photo identification.",
    "cited": [
     3,
     8
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "He explicitly says voters should be required to show photo identification.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 42,
    "claim": "Elfreth voted twice against a voter-identification bill called the SAVE Act.",
    "cited": [
     3,
     8
    ],
    "verdict": "cited_wrong",
    "severity": "major",
    "note": "This requires House roll-call citations; source 8 contains only Flowers's questionnaire and source 3 is dead.",
    "evidence_url": "https://clerk.house.gov/Votes"
   },
   {
    "n": 43,
    "claim": "Elfreth voted for a photo-ID-free expansion of voting rights called the Voting Rights Advancement Act.",
    "cited": [
     3,
     8
    ],
    "verdict": "unsupported",
    "severity": "major",
    "note": "No cited roll call is supplied, source 8 does not discuss Elfreth, and describing the measure chiefly as a 'photo-ID-free expansion' is not substantiated.",
    "evidence_url": "https://www.congress.gov/"
   },
   {
    "n": 44,
    "claim": "Elfreth blocked the 2025 tax-and-spending bill.",
    "cited": [
     3,
     4,
     5,
     8
    ],
    "verdict": "contradicted",
    "severity": "major",
    "note": "Elfreth voted against the bill, but did not block it; the House passed it.",
    "evidence_url": "https://elfreth.house.gov/media/press-releases/elfreth-votes-against-republicans-big-beautiful-bill"
   },
   {
    "n": 45,
    "claim": "Flowers would cut federal barriers to housing and health care.",
    "cited": [
     3,
     4,
     5,
     8
    ],
    "verdict": "unsupported",
    "severity": "major",
    "note": "His accessible questionnaire supports market-oriented health-care reform but does not substantiate this specific housing-and-health-care formulation.",
    "evidence_url": "https://ivoterguide.com/candidate/62321/race/31709/election/1467"
   },
   {
    "n": 46,
    "claim": "Robert L. Coffman is an active Republican write-in candidate for District 3.",
    "cited": [
     7
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "The official candidate list identifies Coffman as an active write-in filed September 28, 2026; he is not a printed ballot candidate.",
    "evidence_url": "https://www.elections.maryland.gov/elections/2026/general_candidates/2026_GG_statewide_candidatelist.html"
   },
   {
    "n": 47,
    "claim": "Governor Wes Moore and AFGE endorsed Elfreth.",
    "cited": [
     11,
     12
    ],
    "verdict": "supported",
    "severity": "major",
    "note": "Both endorsement announcements explicitly name Elfreth.",
    "evidence_url": "https://www.afge.org/publication/largest-federal-employee-union-announces-slate-of-maryland-endorsements-ahead-of-june-23-primary/"
   },
   {
    "n": 48,
    "claim": "Source 10 is Representative Sarah Elfreth's official House site.",
    "cited": [
     10
    ],
    "verdict": "contradicted",
    "severity": "minor",
    "note": "The URL is Elfreth's campaign site; her official House site is elfreth.house.gov.",
    "evidence_url": "https://elfreth.house.gov/"
   }
  ],
  "dead_or_fake_urls": [
   "https://marylandmatters.org/voter-guides/contests/3rd-district-democratic-primary/",
   "https://marylandmatters.org/voter-guides/contests/3rd-district-republicans/"
  ],
  "invented_attribution": [],
  "endorsement": [],
  "equal_treatment_issues": [
   "The matcher says Elfreth used 'commonsense reform' while Flowers favors 'strict enforcement,' an asymmetrically favorable versus loaded framing.",
   "Elfreth is credited with having 'fought,' 'defended,' and 'blocked' policies, while Flowers's proposals receive less favorable action language; 'blocked' is also false.",
   "Elfreth's accomplishments receive precise legislative and constituent-service numbers, while Flowers's experience is presented without equivalent scrutiny or measurable outcomes."
  ],
  "rubric": {
   "accuracy": 2,
   "sourcing": 1,
   "balance": 3,
   "usefulness": 3,
   "clarity": 4
  },
  "gate": "fail",
  "gate_reasons": [
   "Two cited Maryland Matters URLs return 404.",
   "The page falsely says Flowers believes higher earners should pay more taxes; he explicitly said the opposite.",
   "The page falsely says Elfreth blocked the 2025 reconciliation bill; she voted against a bill that passed.",
   "Several major position, biography, and voting-record claims are unsupported or cited to irrelevant sources.",
   "The current constituent-case total contradicts the undated 1,775 figure."
  ],
  "summary": "The guide correctly identifies the candidates and many core differences, including Flowers's abortion, Medicaid, immigration, voter-ID, and gun positions and Elfreth's major recorded votes. It fails fact-checking because two sources are dead, it reverses Flowers's tax answer, falsely says Elfreth blocked a bill that passed, and leaves several major claims unsupported."
 },
 "raw_tail": "n is an active Republican write-in candidate for District 3.\",\n      \"cited\": [7],\n      \"verdict\": \"supported\",\n      \"severity\": \"major\",\n      \"note\": \"The official candidate list identifies Coffman as an active write-in filed September 28, 2026; he is not a printed ballot candidate.\",\n      \"evidence_url\": \"https://www.elections.maryland.gov/elections/2026/general_candidates/2026_GG_statewide_candidatelist.html\"\n    },\n    {\n      \"n\": 47,\n      \"claim\": \"Governor Wes Moore and AFGE endorsed Elfreth.\",\n      \"cited\": [11, 12],\n      \"verdict\": \"supported\",\n      \"severity\": \"major\",\n      \"note\": \"Both endorsement announcements explicitly name Elfreth.\",\n      \"evidence_url\": \"https://www.afge.org/publication/largest-federal-employee-union-announces-slate-of-maryland-endorsements-ahead-of-june-23-primary/\"\n    },\n    {\n      \"n\": 48,\n      \"claim\": \"Source 10 is Representative Sarah Elfreth's official House site.\",\n      \"cited\": [10],\n      \"verdict\": \"contradicted\",\n      \"severity\": \"minor\",\n      \"note\": \"The URL is Elfreth's campaign site; her official House site is elfreth.house.gov.\",\n      \"evidence_url\": \"https://elfreth.house.gov/\"\n    }\n  ],\n  \"dead_or_fake_urls\": [\n    \"https://marylandmatters.org/voter-guides/contests/3rd-district-democratic-primary/\",\n    \"https://marylandmatters.org/voter-guides/contests/3rd-district-republicans/\"\n  ],\n  \"invented_attribution\": [],\n  \"endorsement\": [],\n  \"equal_treatment_issues\": [\n    \"The matcher says Elfreth used 'commonsense reform' while Flowers favors 'strict enforcement,' an asymmetrically favorable versus loaded framing.\",\n    \"Elfreth is credited with having 'fought,' 'defended,' and 'blocked' policies, while Flowers's proposals receive less favorable action language; 'blocked' is also false.\",\n    \"Elfreth's accomplishments receive precise legislative and constituent-service numbers, while Flowers's experience is presented without equivalent scrutiny or measurable outcomes.\"\n  ],\n  \"rubric\": {\n    \"accuracy\": 2,\n    \"sourcing\": 1,\n    \"balance\": 3,\n    \"usefulness\": 3,\n    \"clarity\": 4\n  },\n  \"gate\": \"fail\",\n  \"gate_reasons\": [\n    \"Two cited Maryland Matters URLs return 404.\",\n    \"The page falsely says Flowers believes higher earners should pay more taxes; he explicitly said the opposite.\",\n    \"The page falsely says Elfreth blocked the 2025 reconciliation bill; she voted against a bill that passed.\",\n    \"Several major position, biography, and voting-record claims are unsupported or cited to irrelevant sources.\",\n    \"The current constituent-case total contradicts the undated 1,775 figure.\"\n  ],\n  \"summary\": \"The guide correctly identifies the candidates and many core differences, including Flowers's abortion, Medicaid, immigration, voter-ID, and gun positions and Elfreth's major recorded votes. It fails fact-checking because two sources are dead, it reverses Flowers's tax answer, falsely says Elfreth blocked a bill that passed, and leaves several major claims unsupported.\"\n}\n```\n\n"
}