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"source_ids": ["ca-doj-riverside-sheriff-civil-rights-investigation"], "unit": "civil_rights_investigation", "value": 1 } ] }, { "domain_id": "office-scope", "label": "Office scope", "metrics": [ { "confidence": 0.7, "direction": "role_context", "label": "County sheriff scope described in official biography", "metric_id": "riverside-sheriff-office-scope-2021-bio", "notes": "Role-scope row exists only to contextualize attribution; it is not a performance outcome.", "period": "2019/present", "source_ids": ["riverside-sheriff-bianco-bio"], "unit": "countywide_law_enforcement_office", "value": 1 } ] } ], "office": "Riverside County Sheriff", "review_status": "source_backed_seed", "sources": [ { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "source_id": "ca-doj-riverside-sheriff-civil-rights-investigation", "source_type": "official_release", "url": "https://oag.ca.gov/node/563511" }, { "label": "Riverside County Sheriff Bianco official 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"bucket": "business_pac_or_association", "contributor": "Bianco for Governor 2026" }, { "amount": 52245.52, "bucket": "business_pac_or_association", "contributor": "Riverside Sheriffs' Association Public Education Fund" }, { "amount": 39200.0, "bucket": "business_pac_or_association", "contributor": "Peace Officers Research Association of California (PORAC) PAC" }, { "amount": 78400.0, "bucket": "energy_utilities", "contributor": "Downs Energy" }, { "amount": 10000.0, "bucket": "energy_utilities", "contributor": "Signal Hill Petroleum Inc" }, { "amount": 7500.0, "bucket": "energy_utilities", "contributor": "Cedar Oil International Inc" }, { "amount": 2000.0, "bucket": "finance", "contributor": "Rod Tolliver" }, { "amount": 1038.73, "bucket": "finance", "contributor": "Molly Hughes" }, { "amount": 1000.0, "bucket": "finance", "contributor": "Allison Ryan" }, { "amount": 40000.0, "bucket": "healthcare", "contributor": "Premier Health Group LLC" }, { "amount": 19670.0, "bucket": "healthcare", "contributor": "Rick Hartsock" }, { "amount": 19600.0, "bucket": "healthcare", "contributor": "Jaclyn Hartsock" }, { "amount": 78400.0, "bucket": "individual_or_other", "contributor": "Sierra Pacific Electrical Contracting" }, { "amount": 49563.36, "bucket": "individual_or_other", "contributor": "Charles Wood (Major Donor ID 1481649)" }, { "amount": 47949.23, "bucket": "individual_or_other", "contributor": "Herman Rowland" }, { "amount": 5000.0, "bucket": "labor", "contributor": "International Brotherhood of Electrical Workers Local 47" }, { "amount": 3000.0, "bucket": "labor", "contributor": "Philip Palmieri" }, { "amount": 2000.0, "bucket": "labor", "contributor": "Idyllwild Career Firefighters Association" }, { "amount": 4154.3, "bucket": "legal", "contributor": "Shaun Moran" }, { "amount": 2241.79, "bucket": "legal", "contributor": "Donald Sharp" }, { "amount": 2077.46, "bucket": "legal", "contributor": "Scott Pollard" }, { "amount": 11036.95, "bucket": 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"amount": 8850.0, "bucket": "tech_venture", "contributor": "Rhythm Tech Productions, LLC (Tyrone Jackson)" }, { "amount": 25000.0, "bucket": "tribal", "contributor": "Twenty-Nine Palms Band of Mission Indians" }, { "amount": 10000.0, "bucket": "tribal", "contributor": "Pechanga Band of Indians" }, { "amount": 10000.0, "bucket": "tribal", "contributor": "Morongo Band of Mission Indians" } ] }, "generated_at": "2026-06-02T08:01:06.314093+00:00", "limitations": [ "This is a research prototype, not a voter guide, endorsement, or final assessment.", "Many rows are model-generated or unreviewed and should be treated as evidence-navigation aids.", "Missing or limited coverage means the dataset has not ingested, normalized, or balanced that surface yet; it is not evidence that a candidate lacks activity there.", "Use source URLs and record IDs when citing claims. Prefer the linked JSON/JSONL companion files for retrieval." ], "links": { "app_claim_network": "https://polit.pages.dev/app/?view=network&candidate=chad-bianco", "app_profile": "https://polit.pages.dev/app/?view=profile&candidate=chad-bianco", "claim_evidence_jsonl": "https://polit.pages.dev/llm/evidence/candidates/chad-bianco-claims.jsonl", "json": "https://polit.pages.dev/llm/candidates/chad-bianco.json", "markdown": "https://polit.pages.dev/llm/candidates/chad-bianco.md" }, "markets": { "general_winner": 0.0025, "interpretation_warning": "Prediction-market prices are market-implied expectations from one venue at one snapshot time. They are not polling, endorsements, facts, or guarantees.", "markets": [ { "liquidity": 115889.10479, "price": 0.0025, "type": "general_election_winner", "url": "https://polymarket.com/event/california-governor-election-2026", "volume_24h": 50925.502573999984 }, { "liquidity": 34262.08065, "price": 0.011, "type": "primary_top_two_advance", "url": "https://polymarket.com/event/who-will-advance-from-the-california-governor-primary", "volume_24h": 10617.482167000002 }, { "liquidity": 14250.28802, "price": 0.0005, "type": "primary_first_place", "url": "https://polymarket.com/event/california-governor-primary-election-first-place", "volume_24h": 5270.506 } ], "primary_first_place": 0.0005, "snapshot_at": "2026-06-02T07:33:48.307877+00:00", "source_artifact_path": "data/processed/prediction-markets/2026-06-02/ca_governor_polymarket.json", "source_url": "https://polymarket.com/event/california-governor-election-2026", "top_two_advance": 0.011, "venue": "polymarket" }, "moral_llm_judge": { "candidate": "Chad Bianco", "coverage_notes": "Coverage includes campaign site excerpts (s1, s2), official biography materials (s3, s6), and multiple debate/town-hall transcript segments (s7-s12). Equality evidence is weakest and partly derived from a DOJ press release about the sheriff’s office (s5) rather than candidate-authored rhetoric.", "foundation_scores": { "authority": { "confidence": 0.73, "evidence": [ { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Government duty/order framing.", "quote": "the number one responsibility of government is public safety.", "source_id": "chad-bianco-s8" }, { "citation": { "label": "CBS California / Pomona College Governor's Debate", "snapshot_sha256": null, "source_id": "chad-bianco-s9", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-28-cbs-california-pomona-governor-debate/chad-bianco.txt", "url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "word_count": 1423 }, "explanation": "Law-and-order premise.", "quote": "it is illegal to live and camp on the streets.", "source_id": "chad-bianco-s9" }, { "citation": { "label": "CNN California governor primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s10", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-05-cnn-california-governor-primary-debate/chad-bianco.txt", "url": "https://ktvz.com/politics/cnn-us-politics/2026/05/05/key-moments-from-cnns-california-governor-primary-debate/", "word_count": 1070 }, "explanation": "Oath/constitutional authority.", "quote": "I have sworn an oath three times to defend my Constitution.", "source_id": "chad-bianco-s10" } ], "high_pole_label": "Legitimate authority, hierarchy, law, and social order", "limiting_examples": [ { "citation": { "label": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "snapshot_sha256": null, "source_id": "chad-bianco-s7", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "word_count": 10993 }, "explanation": "Anti-regulatory framing can function as anti-bureaucratic critique rather than deference to institutional authority.", "quote": "the majority of them are all regulatory.", "source_id": "chad-bianco-s7" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Emphasizes dismantling regulatory structures; not inherently respect-for-authority rhetoric.", "quote": "On day one, I remove all of those regulations", "source_id": "chad-bianco-s8" } ], "low_pole_label": "Non-authority or anti-bureaucratic framing", "score": 0.75, "supporting_examples": [ { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Moralized role-duty framing of government centered on order/safety.", "quote": "the number one responsibility of government is public safety.", "source_id": "chad-bianco-s8" }, { "citation": { "label": "CBS California / Pomona College Governor's Debate", "snapshot_sha256": null, "source_id": "chad-bianco-s9", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-28-cbs-california-pomona-governor-debate/chad-bianco.txt", "url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "word_count": 1423 }, "explanation": "Law/illegality invoked as a moral/decisive premise for action.", "quote": "it is illegal to live and camp on the streets.", "source_id": "chad-bianco-s9" }, { "citation": { "label": "CNN California governor primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s10", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-05-cnn-california-governor-primary-debate/chad-bianco.txt", "url": "https://ktvz.com/politics/cnn-us-politics/2026/05/05/key-moments-from-cnns-california-governor-primary-debate/", "word_count": 1070 }, "explanation": "Institutional legitimacy and duty/oath framing.", "quote": "I have sworn an oath three times to defend my Constitution.", "source_id": "chad-bianco-s10" }, { "citation": { "label": "Riverside County Sheriff Bianco official biography", "snapshot_sha256": "1a5893110bda9fae407125beed9e05bedffc0a35bebd8400d4358f483684650e", "source_id": "chad-bianco-s6", "source_role": "executive_performance_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/www-riversidesheriff-org-documentcenter-view-6409-sheriff-bianco-bio-122021-1a5893110bda.txt", "url": "https://www.riversidesheriff.org/DocumentCenter/View/6409/Sheriff-Bianco-Bio-122021", "word_count": 256 }, "explanation": "Duty/service moral language attached to institutional role (sheriff).", "quote": "Sheriff Bianco believes in service above self", "source_id": "chad-bianco-s6" } ], "uncertainty": "Authority rhetoric is strong when tied to law enforcement, illegality, and constitutional oaths, but it competes with anti-regulation themes that criticize state institutions and boards. Because many 'regulation' mentions are about cost/efficiency rather than legitimacy/order, only explicitly law/illegality/oath/public-safety duty quotes are treated as authority evidence." }, "care": { "confidence": 0.72, "evidence": [ { "citation": { "label": "Bianco campaign site", "snapshot_sha256": "691a14b2d10e0e61e0d7a46618ca0031b7b28512997e893659a12c5747c214e7", "source_id": "chad-bianco-s1", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-691a14b2d10e.txt", "url": "https://biancoforgovernor.com/", "word_count": 865 }, "explanation": "Safety/protection theme.", "quote": "A Proven Leader for a Safer, Stronger California", "source_id": "chad-bianco-s1" }, { "citation": { "label": "Bianco education page", "snapshot_sha256": "8b41211ebc5324c3883fe47c59e9973c086ccd1a004684d52c0e7f9b7cc99246", "source_id": "chad-bianco-s2", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-education-8b41211ebc53.txt", "url": "https://biancoforgovernor.com/education/", "word_count": 1237 }, "explanation": "Suffering language.", "quote": "Our teachers and our students are left to suffer.", "source_id": "chad-bianco-s2" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Explicit caring/compassion.", "quote": "Until we actually start caring about these people, you have compassion to look them in the face", "source_id": "chad-bianco-s8" }, { "citation": { "label": "CNN California governor primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s10", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-05-cnn-california-governor-primary-debate/chad-bianco.txt", "url": "https://ktvz.com/politics/cnn-us-politics/2026/05/05/key-moments-from-cnns-california-governor-primary-debate/", "word_count": 1070 }, "explanation": "Victim-harm emphasis.", "quote": "the mother of the 14-year-old in my county that is dead", "source_id": "chad-bianco-s10" } ], "high_pole_label": "Care / harm protection", "limiting_examples": [ { "citation": { "label": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "snapshot_sha256": null, "source_id": "chad-bianco-s7", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "word_count": 10993 }, "explanation": "In response to government having a role in healthcare, the rhetoric is anti-government-in-healthcare rather than care/aid as a moral obligation.", "quote": "No, I don't.", "source_id": "chad-bianco-s7" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Emphasizes cutting funding streams; care framing is present elsewhere but is mixed with punitive/defunding rhetoric.", "quote": "Every single bit of the money going to nonprofits and NGOs for homeless ends the day I take over.", "source_id": "chad-bianco-s8" } ], "low_pole_label": "Impersonal or non-care framing", "score": 0.75, "supporting_examples": [ { "citation": { "label": "Bianco campaign site", "snapshot_sha256": "691a14b2d10e0e61e0d7a46618ca0031b7b28512997e893659a12c5747c214e7", "source_id": "chad-bianco-s1", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-691a14b2d10e.txt", "url": "https://biancoforgovernor.com/", "word_count": 865 }, "explanation": "Explicit safety framing presented as a central campaign theme (harm prevention/protection).", "quote": "A Proven Leader for a Safer, Stronger California", "source_id": "chad-bianco-s1" }, { "citation": { "label": "Bianco education page", "snapshot_sha256": "8b41211ebc5324c3883fe47c59e9973c086ccd1a004684d52c0e7f9b7cc99246", "source_id": "chad-bianco-s2", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-education-8b41211ebc53.txt", "url": "https://biancoforgovernor.com/education/", "word_count": 1237 }, "explanation": "Direct suffering language used to diagnose problems in education.", "quote": "Our teachers and our students are left to suffer.", "source_id": "chad-bianco-s2" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Explicit moral language of caring/compassion applied to people experiencing homelessness/addiction.", "quote": "Until we actually start caring about these people, you have compassion to look them in the face", "source_id": "chad-bianco-s8" }, { "citation": { "label": "CNN California governor primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s10", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-05-cnn-california-governor-primary-debate/chad-bianco.txt", "url": "https://ktvz.com/politics/cnn-us-politics/2026/05/05/key-moments-from-cnns-california-governor-primary-debate/", "word_count": 1070 }, "explanation": "Harm-to-victim (death) framing used to argue for policy change; emphasizes protection from suffering/violence.", "quote": "I want Mr. Villaraigosa to tell the mother of the 14-year-old in my county that is dead", "source_id": "chad-bianco-s10" }, { "citation": { "label": "CBS California / Pomona College Governor's Debate", "snapshot_sha256": null, "source_id": "chad-bianco-s9", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-28-cbs-california-pomona-governor-debate/chad-bianco.txt", "url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "word_count": 1423 }, "explanation": "Affective compassion framing about unacceptable living conditions.", "quote": "it just makes me heartbroken really.", "source_id": "chad-bianco-s9" } ], "uncertainty": "Care rhetoric is strong around safety, suffering, and compassion in debates/town hall, but it is frequently paired with enforcement/defunding language (e.g., ending NGO funding) that shifts emphasis toward punishment and administrative action rather than assistance. Some high-salience care quotes appear in a few debate transcripts, so confidence is moderated by source concentration." }, "equality": { "confidence": 0.45, "evidence": [ { "citation": { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "snapshot_sha256": "2f42ed8192b9ef396419f084c73ecd30c8437ef798bb4da0878032ed7402f11f", "source_id": "chad-bianco-s5", "source_role": "record_event_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/oag-ca-gov-node-563511-2f42ed8192b9.txt", "url": "https://oag.ca.gov/node/563511", "word_count": 1211 }, "explanation": "Equal standing/fair treatment language (from a record-event source about his office).", "quote": "All Californians deserve fairness and respect from the institutions that serve them,", "source_id": "chad-bianco-s5" } ], "high_pole_label": "Equal treatment and equal outcomes", "limiting_examples": [ { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Dismissive framing toward race/racism discourse limits how strongly equality/discrimination concerns are foregrounded in the candidate rhetoric.", "quote": "Let's stop with this whole racism thing and racial profiling and all of this garbage.", "source_id": "chad-bianco-s8" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Legalistic, individual-behavior framing rather than equal-treatment/equity framing.", "quote": "You either violated the law or you didn't. End of story.", "source_id": "chad-bianco-s8" } ], "low_pole_label": "Non-equality or pragmatic framing", "score": 0.2, "supporting_examples": [ { "citation": { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "snapshot_sha256": "2f42ed8192b9ef396419f084c73ecd30c8437ef798bb4da0878032ed7402f11f", "source_id": "chad-bianco-s5", "source_role": "record_event_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/oag-ca-gov-node-563511-2f42ed8192b9.txt", "url": "https://oag.ca.gov/node/563511", "word_count": 1211 }, "explanation": "Equality-adjacent civil-rights framing appears in the corpus (AG press release about RCSO), emphasizing equitable treatment by institutions.", "quote": "All Californians deserve fairness and respect from the institutions that serve them,", "source_id": "chad-bianco-s5" } ], "uncertainty": "Direct equality rhetoric from the candidate is limited in the supplied excerpts; the clearest equality-coded language comes from a DOJ civil-rights press release about the sheriff's office rather than Bianco's own statements. Candidate excerpts more often use law-violation framing and skepticism toward racism/racial-profiling discourse, so the equality score is kept low with modest confidence." }, "loyalty": { "confidence": 0.62, "evidence": [ { "citation": { "label": "CNN California governor primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s10", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-05-cnn-california-governor-primary-debate/chad-bianco.txt", "url": "https://ktvz.com/politics/cnn-us-politics/2026/05/05/key-moments-from-cnns-california-governor-primary-debate/", "word_count": 1070 }, "explanation": "In-group allegiance.", "quote": "the governor of California for Californians.", "source_id": "chad-bianco-s10" }, { "citation": { "label": "Bianco campaign site", "snapshot_sha256": "691a14b2d10e0e61e0d7a46618ca0031b7b28512997e893659a12c5747c214e7", "source_id": "chad-bianco-s1", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-691a14b2d10e.txt", "url": "https://biancoforgovernor.com/", "word_count": 865 }, "explanation": "Mobilizing collective identity.", "quote": "JOIN THE FIGHT", "source_id": "chad-bianco-s1" } ], "high_pole_label": "Group solidarity / betrayal", "limiting_examples": [ { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Downplays group-identity conflict framing (race) in favor of rule/behavior framing, which can reduce loyalty-style coalition rhetoric.", "quote": "We have to get over this.", "source_id": "chad-bianco-s8" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Individualized, universalistic legal standard framing rather than group-solidarity rhetoric.", "quote": "You either violated the law or you didn't. End of story.", "source_id": "chad-bianco-s8" } ], "low_pole_label": "Universal or individual framing", "score": 0.5, "supporting_examples": [ { "citation": { "label": "Bianco campaign site", "snapshot_sha256": "691a14b2d10e0e61e0d7a46618ca0031b7b28512997e893659a12c5747c214e7", "source_id": "chad-bianco-s1", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-691a14b2d10e.txt", "url": "https://biancoforgovernor.com/", "word_count": 865 }, "explanation": "In-group mobilization rhetoric (us vs. opponents), signaling solidarity/collective effort.", "quote": "JOIN THE FIGHT", "source_id": "chad-bianco-s1" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Represents himself as voice of the in-group; solidarity-based appeal.", "quote": "we're Californians and I'm speaking for them", "source_id": "chad-bianco-s8" } ], "uncertainty": "Loyalty framing is present but not as dominant as law/order or accountability themes; it is mostly expressed as 'Californians' vs. 'Sacramento'/'Democrats' rather than sustained rhetoric about specific subgroups, patriotism, or betrayal. Some apparent in-group cues are campaign boilerplate ('JOIN THE FIGHT'), which weakens evidentiary strength." }, "proportionality": { "confidence": 0.74, "evidence": [ { "citation": { "label": "Bianco campaign site", "snapshot_sha256": "691a14b2d10e0e61e0d7a46618ca0031b7b28512997e893659a12c5747c214e7", "source_id": "chad-bianco-s1", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-691a14b2d10e.txt", "url": "https://biancoforgovernor.com/", "word_count": 865 }, "explanation": "Accountability emphasis.", "quote": "ensuring accountability, transparency and rehabilitation.", "source_id": "chad-bianco-s1" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Deserved consequences.", "quote": "Consequences for bad behavior.", "source_id": "chad-bianco-s8" }, { "citation": { "label": "CBS California / Pomona College Governor's Debate", "snapshot_sha256": null, "source_id": "chad-bianco-s9", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-28-cbs-california-pomona-governor-debate/chad-bianco.txt", "url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "word_count": 1423 }, "explanation": "Enforcement/penalty framing.", "quote": "Number one, we have to enforce the law.", "source_id": "chad-bianco-s9" } ], "high_pole_label": "Rewards, penalties, and duties proportional to merit or contribution", "limiting_examples": [ { "citation": { "label": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "snapshot_sha256": null, "source_id": "chad-bianco-s7", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "word_count": 10993 }, "explanation": "Shifts to technocratic/regulatory causation framing (costs/rules) rather than desert/merit.", "quote": "there are so many things that are, are hampering that, that are making our lives difficult, and the majority of them are all regulatory.", "source_id": "chad-bianco-s7" }, { "citation": { "label": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "snapshot_sha256": null, "source_id": "chad-bianco-s7", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "word_count": 10993 }, "explanation": "Instrumental governance framing; not inherently proportionality-based.", "quote": "The regulatory environment is easy to fix as the governor, you can do it with a signature executive order type environment situation.", "source_id": "chad-bianco-s7" } ], "low_pole_label": "Non-proportional or pragmatic framing", "score": 0.75, "supporting_examples": [ { "citation": { "label": "Bianco campaign site", "snapshot_sha256": "691a14b2d10e0e61e0d7a46618ca0031b7b28512997e893659a12c5747c214e7", "source_id": "chad-bianco-s1", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/biancoforgovernor-com-691a14b2d10e.txt", "url": "https://biancoforgovernor.com/", "word_count": 865 }, "explanation": "Explicit accountability framing (deserved consequences / responsibility) tied to justice-system balance.", "quote": "Balance is restored to our criminal justice system, ensuring accountability, transparency and rehabilitation.", "source_id": "chad-bianco-s1" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Clear proportionality slogan: punishment/consequences linked to misconduct.", "quote": "Consequences for bad behavior.", "source_id": "chad-bianco-s8" }, { "citation": { "label": "CBS California / Pomona College Governor's Debate", "snapshot_sha256": null, "source_id": "chad-bianco-s9", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-28-cbs-california-pomona-governor-debate/chad-bianco.txt", "url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "word_count": 1423 }, "explanation": "Emphasizes enforcement and rule-backed consequences as a core solution.", "quote": "Number one, we have to enforce the law.", "source_id": "chad-bianco-s9" } ], "uncertainty": "Proportionality rhetoric is frequent (accountability, enforcement, consequences), but some instances blend into broader 'regulations/taxes' complaints that are not explicitly about deservingness or reciprocity. The strongest proportionality signals are concentrated in debate/town-hall excerpts rather than the campaign site pages." }, "purity": { "confidence": 0.62, "evidence": [ { "citation": { "label": "Riverside Sheriff official Bianco biography", "snapshot_sha256": "c3fbb19152c3d3bc54d4c6735c79dbf6b41f4d17a26ea694886dcfe4f3fb0ce5", "source_id": "chad-bianco-s3", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/www-riversidesheriff-org-689-sheriff-chad-bianco-c3fbb19152c3.txt", "url": "https://www.riversidesheriff.org/689/Sheriff-Chad-Bianco", "word_count": 298 }, "explanation": "Faith/sacred reference.", "quote": "his priorities of God, family, and service", "source_id": "chad-bianco-s3" }, { "citation": { "label": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "snapshot_sha256": null, "source_id": "chad-bianco-s7", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "word_count": 10993 }, "explanation": "Religious framing cue.", "quote": "A devout Christian,", "source_id": "chad-bianco-s7" } ], "high_pole_label": "Purity, sacredness, contamination, or degradation", "limiting_examples": [ { "citation": { "label": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "snapshot_sha256": null, "source_id": "chad-bianco-s7", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "word_count": 10993 }, "explanation": "Dominant material/economic framing in key parts of the corpus, not purity/sacredness framing.", "quote": "the cost of gas is killing everything.", "source_id": "chad-bianco-s7" }, { "citation": { "label": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "snapshot_sha256": null, "source_id": "chad-bianco-s8", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "word_count": 1972 }, "explanation": "Governance/accounting framing dominates many excerpts rather than sacredness/purity concerns.", "quote": "We eliminate all of the waste, the fraud and the abuse", "source_id": "chad-bianco-s8" } ], "low_pole_label": "Secular or material policy framing", "score": 0.35, "supporting_examples": [ { "citation": { "label": "Riverside Sheriff official Bianco biography", "snapshot_sha256": "c3fbb19152c3d3bc54d4c6735c79dbf6b41f4d17a26ea694886dcfe4f3fb0ce5", "source_id": "chad-bianco-s3", "source_role": "campaign_or_program_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/www-riversidesheriff-org-689-sheriff-chad-bianco-c3fbb19152c3.txt", "url": "https://www.riversidesheriff.org/689/Sheriff-Chad-Bianco", "word_count": 298 }, "explanation": "Direct religious/faith framing (God) used as guiding priority language.", "quote": "his priorities of God, family, and service", "source_id": "chad-bianco-s3" }, { "citation": { "label": "Riverside County Sheriff Bianco official biography", "snapshot_sha256": "1a5893110bda9fae407125beed9e05bedffc0a35bebd8400d4358f483684650e", "source_id": "chad-bianco-s6", "source_role": "executive_performance_source", "text_path": "data/processed/source-snapshots/2026-05-26/text/www-riversidesheriff-org-documentcenter-view-6409-sheriff-bianco-bio-122021-1a5893110bda.txt", "url": "https://www.riversidesheriff.org/DocumentCenter/View/6409/Sheriff-Bianco-Bio-122021", "word_count": 256 }, "explanation": "Repeated faith-anchored moral framing in an official bio document.", "quote": "his priorities of God, family, and service", "source_id": "chad-bianco-s6" }, { "citation": { "label": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "snapshot_sha256": null, "source_id": "chad-bianco-s7", "source_role": "candidate_transcript_segment", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "word_count": 10993 }, "explanation": "Explicit religious identity cue presented in the town hall transcript introduction.", "quote": "A devout Christian,", "source_id": "chad-bianco-s7" } ], "uncertainty": "Purity evidence is mostly identity/values statements ('God', 'devout Christian') rather than policy arguments framed in sanctity, degradation, contamination, or bodily purity terms. These quotes appear in biographical/introductory materials, while much of the campaign rhetoric is secular (costs, regulations, enforcement), so purity is scored as clear-but-isolated." } }, "measurement_subject": "public_campaign_source_rhetoric", "not_final_measurement": true, "overall_confidence": 0.7, "requires_human_review": true, "source_count": 12, "source_role_counts": { "campaign_or_program_source": 3, "candidate_transcript_segment": 6, "executive_performance_source": 1, "record_event_source": 2 }, "source_word_count": 28221 }, "promise_action_assessments": [ { "action_date": "2019-", "action_index": 1, "action_sources": [ { "label": "AP: Chad Bianco enters California governor race", "url": "https://apnews.com/article/9f251ca0f09a16344ae3902c7ffe009e" }, { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "url": "https://oag.ca.gov/node/563511" } ], "action_title": "Runs Riverside County Sheriff's Office and county jail system", "confidence": 0.5, "explanation": "The promise and prior action share the public_safety_enforcement frame. The action is supportive on its face, but this is a review seed, not a fulfillment finding.", "method": "keyword_direction_seed_v1", "not_final_assessment": true, "promise_id": null, "promise_sources": [ { "label": "Bianco campaign site", "url": "https://biancoforgovernor.com/" }, { "label": "Riverside Sheriff official Bianco biography", "url": "https://www.riversidesheriff.org/689/Sheriff-Chad-Bianco" }, { "label": "California official voter guide candidate statements", "url": "https://voterguide.sos.ca.gov/candidates/governor-candidate-statements.htm" } ], "promise_text": "Restore law-and-order policy, strengthen accountability for crime, and support law enforcement.", "relationship": "consistent_prior_record", "review_status": "unreviewed", "sources": [ { "label": "Bianco campaign site", "url": "https://biancoforgovernor.com/" }, { "label": "Riverside Sheriff official Bianco biography", "url": "https://www.riversidesheriff.org/689/Sheriff-Chad-Bianco" }, { "label": "California official voter guide candidate statements", "url": "https://voterguide.sos.ca.gov/candidates/governor-candidate-statements.htm" }, { "label": "AP: Chad Bianco enters California governor race", "url": "https://apnews.com/article/9f251ca0f09a16344ae3902c7ffe009e" }, { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "url": "https://oag.ca.gov/node/563511" } ] }, { "action_date": "2019-", "action_index": 1, "action_sources": [ { "label": "AP: Chad Bianco enters California governor race", "url": "https://apnews.com/article/9f251ca0f09a16344ae3902c7ffe009e" }, { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "url": "https://oag.ca.gov/node/563511" } ], "action_title": "Runs Riverside County Sheriff's Office and county jail system", "confidence": 0.5, "explanation": "The promise and prior action share the public_safety_enforcement frame. The action is supportive on its face, but this is a review seed, not a fulfillment finding.", "method": "keyword_direction_seed_v1", "not_final_assessment": true, "promise_id": null, "promise_sources": [ { "label": "Bianco immigration priority page", "url": "https://biancoforgovernor.com/immigration/" } ], "promise_text": "End sanctuary-state limits for serious criminal cases, let local law enforcement cooperate with federal partners, and support lawful worker pathways.", "relationship": "consistent_prior_record", "review_status": "unreviewed", "sources": [ { "label": "Bianco immigration priority page", "url": "https://biancoforgovernor.com/immigration/" }, { "label": "AP: Chad Bianco enters California governor race", "url": "https://apnews.com/article/9f251ca0f09a16344ae3902c7ffe009e" }, { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "url": "https://oag.ca.gov/node/563511" } ] } ], "promise_outcomes": [ { "assessment": "Action record exists; accountability review unresolved", "attribution": { "description": "The candidate personally held an executive office with formal authority over the agency, budget, litigation, or policy direction.", "key": "direct_executive", "label": "Direct executive authority", "score": 0.9 }, "confidence": "medium", "fulfillment_criteria": "Show official department policies, budgets, enforcement priorities, and measurable public-safety outcomes; separate campaign claims from office records.", "later_evidence": "Bianco has direct sheriff authority, but a DOJ civil-rights investigation creates an unresolved accountability record that should be displayed separately from campaign claims.", "made_when": "Governor campaign launch and sheriff tenure", "promise": "Run on law-and-order public safety and personal sheriff record.", "sources": [ { "label": "AP: Chad Bianco enters California governor race", "url": "https://apnews.com/article/9f251ca0f09a16344ae3902c7ffe009e" }, { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "url": "https://oag.ca.gov/node/563511" } ] } ], "record_events": [ { "attribution": { "description": "The candidate personally held an executive office with formal authority over the agency, budget, litigation, or policy direction.", "key": "direct_executive", "label": "Direct executive authority", "score": 0.9 }, "date": "2019-", "issue": "public safety / jails", "kind": "county law-enforcement executive", "personal_responsibility": "High for department leadership; specific incidents require case-level evidence to distinguish personal orders, policy, supervision, and line-officer conduct.", "role": "Riverside County Sheriff", "sources": [ { "label": "AP: Chad Bianco enters California governor race", "url": "https://apnews.com/article/9f251ca0f09a16344ae3902c7ffe009e" }, { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "url": "https://oag.ca.gov/node/563511" } ], "summary": "The sheriff role gives Bianco direct executive responsibility over department policy, staffing priorities, and jail operations within county/legal constraints.", "title": "Runs Riverside County Sheriff's Office and county jail system" }, { "attribution": { "description": "The candidate personally held an executive office with formal authority over the agency, budget, litigation, or policy direction.", "key": "direct_executive", "label": "Direct executive authority", "score": 0.9 }, "date": "2023-02-23", "issue": "civil rights / jail conditions", "kind": "external investigation trigger", "personal_responsibility": "High for agency leadership context; legal responsibility depends on findings, policies, and records not yet normalized here.", "role": "Riverside County Sheriff", "sources": [ { "label": "California DOJ civil-rights investigation into Riverside County Sheriff's Office", "url": "https://oag.ca.gov/node/563511" } ], "summary": "The investigation is evidence of a serious accountability question around the office, not by itself a finding that Bianco personally violated law.", "title": "California DOJ opened civil-rights investigation into the Sheriff's Office" } ], "schema_version": "llm-static-exports/v1", "source_corpus": { "comparable_event_count": 9, "comparable_word_count": 29270, "event_count": 9, "events": [ { "event_id": "event-2026-05-29-calmatters-governor-q-and-a-transcripts", "priority": "high", "publication_date": "2026-05-29", "source_url": "https://calmatters.org/california-voter-guide-2026/governor/videos/transcripts/", "text_path": "data/processed/source-corpus-structured/2026-05-26/text/event-2026-05-29-calmatters-governor-q-and-a-transcripts/chad-bianco.txt", "title": "CalMatters Governor Q&A Transcripts", "word_count": 1247 }, { "event_id": "event-2026-05-22-kqed-chad-bianco-governor-town-hall", "priority": "high", "publication_date": "2026-05-22", "source_url": "https://video.kqed.org/video/sheriff-chad-bianco-5f3yri/", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-05-22-kqed-chad-bianco-governor-town-hall.txt", "title": "KQED California Gubernatorial Election Town Hall: Chad Bianco", "word_count": 10860 }, { "event_id": "event-2026-05-14-cbs-sf-examiner-governor-debate", "priority": "critical", "publication_date": "2026-05-14", "source_url": "https://www.cbsnews.com/sanfrancisco/live-updates/2026-california-governors-race-primary-debate-bay-area/", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-14-cbs-sf-examiner-governor-debate/chad-bianco.txt", "title": "CBS News California / San Francisco Examiner gubernatorial debate", "word_count": 1174 }, { "event_id": "event-2026-05-06-nbc4-telemundo52-governor-debate", "priority": "high", "publication_date": "2026-05-06", "source_url": "https://www.nbclosangeles.com/news/local/watch-la-mayor-california-governor-debate-nbcla/3887402/", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-06-nbc4-telemundo52-governor-debate/chad-bianco.txt", "title": "NBC4 / Telemundo 52 statewide California gubernatorial debate", "word_count": 1149 }, { "event_id": "event-2026-05-05-cnn-california-governor-primary-debate", "priority": "critical", "publication_date": "2026-05-05", "source_url": "https://ktvz.com/politics/cnn-us-politics/2026/05/05/key-moments-from-cnns-california-governor-primary-debate/", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-05-05-cnn-california-governor-primary-debate/chad-bianco.txt", "title": "CNN California governor primary debate", "word_count": 1055 }, { "event_id": "event-2026-04-28-cbs-california-pomona-governor-debate", "priority": "high", "publication_date": "2026-04-28", "source_url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-28-cbs-california-pomona-governor-debate/chad-bianco.txt", "title": "CBS California / Pomona College Governor's Debate", "word_count": 1423 }, { "event_id": "event-2026-04-24-kqed-political-breakdown-chad-bianco", "priority": "high", "publication_date": "2026-04-24", "source_url": "https://www.pbs.org/video/chad-bianco-on-running-for-governor-politics-are-destroying-this-state-dlz7gv/", "text_path": "data/processed/source-corpus-web/2026-05-26/text/event-2026-04-24-kqed-political-breakdown-chad-bianco.txt", "title": "KQED Political Breakdown: Chad Bianco on Running for Governor", "word_count": 6874 }, { "event_id": "event-2026-04-22-cbs-news-california-candidate-guide", "priority": "high", "publication_date": "2026-04-22", "source_url": "https://www.cbsnews.com/projects/2026/ca-gov-voter-guide/", "text_path": "data/processed/source-corpus-structured/2026-05-26/text/event-2026-04-22-cbs-news-california-candidate-guide/chad-bianco.txt", "title": "CBS News California Governor's Race Candidate Guide", "word_count": 3516 }, { "event_id": "event-2026-04-22-nexstar-newsnation-hill-governor-debate", "priority": "high", "publication_date": "2026-04-22", "source_url": "https://www.newsnationnow.com/press/newsnation-and-the-hill-to-carry-nextstars-california-gubernatorial-primary-debate-on-april-22-at-10-pm-et/", "text_path": "data/processed/source-corpus-segments/2026-05-26/event-2026-04-22-nexstar-newsnation-hill-governor-debate/chad-bianco.txt", "title": "Nexstar / NewsNation / The Hill California gubernatorial primary debate", "word_count": 1972 } ], "priority_event_count": 9, "program_source_count": 15, "program_word_count": 18462, "source_catalog_path": "data/source-catalog/ca-governor-2026-comparable-events.json", "source_count": 24, "word_count": 47732 }, "summary_layers": [ { "confidence": 0.72, "items": [], "label": null, "layer_type": "executive_performance", "status": "source_backed_seed", "summary": "Official outcome metrics from executive office records, separated from campaign claims and not treated as causal proof." }, { "confidence": 0.68, "items": [], "label": null, "layer_type": "current_program", "status": "active_campaign_platform_seed", "summary": "Republican law-enforcement campaign: public safety, Sacramento accountability, homelessness-spending scrutiny, lower costs, education choice/accountability, and conservative anti-one-party-rule framing." }, { "confidence": 0.76, "items": [], "label": null, "layer_type": "finance", "status": "matched", "summary": "Deduped CAL-ACCESS candidate-committee receipts plus outside independent-expenditure money in the current mart snapshot." }, { "confidence": 0.62, "items": [], "label": null, "layer_type": "prediction_markets", "status": "snapshot", "summary": "Market-implied expectations at snapshot time. This is not polling and not an endorsement." }, { "confidence": 0.9, "items": [], "label": null, "layer_type": "source_corpus", "status": "source_backed", "summary": "Per-candidate debate/forum/interview segments plus campaign/program source snapshots feeding claim extraction, pairwise matching, and MFQ-2 rhetoric judgment." }, { "confidence": 0.66, "items": [], "label": null, "layer_type": "claim_network", "status": "accepted_model_generated", "summary": "Extracted source claims and model-kept cross-candidate claim relationships. These are not human-reviewed editorial findings." } ] }