{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:B77XCB4WPWZIZLWZR5THTJRF23","short_pith_number":"pith:B77XCB4W","schema_version":"1.0","canonical_sha256":"0fff7107967db28caed98f6679a625d6f880695dd912ade50ee1b1795db1df37","source":{"kind":"arxiv","id":"2503.22411","version":1},"attestation_state":"computed","paper":{"title":"Elite Political Discourse has Become More Toxic in Western Countries","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Juliana Chueri, Petter T\\\"ornberg","submitted_at":"2025-03-28T13:21:49Z","abstract_excerpt":"Toxic and uncivil politics is widely seen as a growing threat to democratic values and governance, yet our understanding of the drivers and evolution of political incivility remains limited. Leveraging a novel dataset of nearly 18 million Twitter messages from parliamentarians in 17 countries over five years, this paper systematically investigates whether politics internationally is becoming more uncivil, and what are the determinants of political incivility. Our analysis reveals a marked increase in toxic discourse among political elites, and that it is associated to radical-right parties and"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2503.22411","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-03-28T13:21:49Z","cross_cats_sorted":[],"title_canon_sha256":"8fb5d25a2add16f79c36000a5f7623fe9338ebc727350bfcb257d2ead9e72342","abstract_canon_sha256":"fe85da63fcdf9cf8258a0515f2c26163c9220e823322b6c1413a11d19ff658f2"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:41:04.373931Z","signature_b64":"FnjOWUQeQ5XxDC5CumnSBsbnNG7wu5O7EqykEg+DRGtlmMk03BynzK4zMcF+tVgXHlqxBWDwgGBZ7pAeQdyGCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0fff7107967db28caed98f6679a625d6f880695dd912ade50ee1b1795db1df37","last_reissued_at":"2026-07-05T10:41:04.373454Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:41:04.373454Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Elite Political Discourse has Become More Toxic in Western Countries","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Juliana Chueri, Petter T\\\"ornberg","submitted_at":"2025-03-28T13:21:49Z","abstract_excerpt":"Toxic and uncivil politics is widely seen as a growing threat to democratic values and governance, yet our understanding of the drivers and evolution of political incivility remains limited. Leveraging a novel dataset of nearly 18 million Twitter messages from parliamentarians in 17 countries over five years, this paper systematically investigates whether politics internationally is becoming more uncivil, and what are the determinants of political incivility. Our analysis reveals a marked increase in toxic discourse among political elites, and that it is associated to radical-right parties and"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.22411","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2503.22411/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2503.22411","created_at":"2026-07-05T10:41:04.373514+00:00"},{"alias_kind":"arxiv_version","alias_value":"2503.22411v1","created_at":"2026-07-05T10:41:04.373514+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.22411","created_at":"2026-07-05T10:41:04.373514+00:00"},{"alias_kind":"pith_short_12","alias_value":"B77XCB4WPWZI","created_at":"2026-07-05T10:41:04.373514+00:00"},{"alias_kind":"pith_short_16","alias_value":"B77XCB4WPWZIZLWZ","created_at":"2026-07-05T10:41:04.373514+00:00"},{"alias_kind":"pith_short_8","alias_value":"B77XCB4W","created_at":"2026-07-05T10:41:04.373514+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":1,"internal_anchor_count":0,"sample":[{"citing_arxiv_id":"2604.25580","citing_title":"Bye Bye Perspective API: Lessons for Measurement Infrastructure in NLP, CSS and LLM Evaluation","ref_index":86,"is_internal_anchor":false}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23","json":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23.json","graph_json":"https://pith.science/api/pith-number/B77XCB4WPWZIZLWZR5THTJRF23/graph.json","events_json":"https://pith.science/api/pith-number/B77XCB4WPWZIZLWZR5THTJRF23/events.json","paper":"https://pith.science/paper/B77XCB4W"},"agent_actions":{"view_html":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23","download_json":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23.json","view_paper":"https://pith.science/paper/B77XCB4W","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2503.22411&json=true","fetch_graph":"https://pith.science/api/pith-number/B77XCB4WPWZIZLWZR5THTJRF23/graph.json","fetch_events":"https://pith.science/api/pith-number/B77XCB4WPWZIZLWZR5THTJRF23/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23/action/timestamp_anchor","attest_storage":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23/action/storage_attestation","attest_author":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23/action/author_attestation","sign_citation":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23/action/citation_signature","submit_replication":"https://pith.science/pith/B77XCB4WPWZIZLWZR5THTJRF23/action/replication_record"}},"created_at":"2026-07-05T10:41:04.373514+00:00","updated_at":"2026-07-05T10:41:04.373514+00:00"}