{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:TD7BCKQ72OKWU5TG27VWOKEH2C","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"4a7c5c8e9fef4f600f08a70fc68fedd4aaf5ef1b48f356d7809acab28967d943","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DL","submitted_at":"2025-06-27T15:44:16Z","title_canon_sha256":"418fb4d3e5f38640334b8ef4ecd731eafbe1c000bfe65dbcdb71761cb530f308"},"schema_version":"1.0","source":{"id":"2508.00838","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.00838","created_at":"2026-07-05T11:47:28Z"},{"alias_kind":"arxiv_version","alias_value":"2508.00838v1","created_at":"2026-07-05T11:47:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.00838","created_at":"2026-07-05T11:47:28Z"},{"alias_kind":"pith_short_12","alias_value":"TD7BCKQ72OKW","created_at":"2026-07-05T11:47:28Z"},{"alias_kind":"pith_short_16","alias_value":"TD7BCKQ72OKWU5TG","created_at":"2026-07-05T11:47:28Z"},{"alias_kind":"pith_short_8","alias_value":"TD7BCKQ7","created_at":"2026-07-05T11:47:28Z"}],"graph_snapshots":[{"event_id":"sha256:ab1fcbbb1fcf842d8dcc60ac86c976dfd7b18b99f6d623d0b63fdfe802589032","target":"graph","created_at":"2026-07-05T11:47:28Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2508.00838/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Web-enabled LLMs frequently answer queries without crediting the web pages they consume, creating an \"attribution gap\" - the difference between relevant URLs read and those actually cited. Drawing on approximately 14,000 real-world LMArena conversation logs with search-enabled LLM systems, we document three exploitation patterns: 1) No Search: 34% of Google Gemini and 24% of OpenAI GPT-4o responses are generated without explicitly fetching any online content; 2) No citation: Gemini provides no clickable citation source in 92% of answers; 3) High-volume, low-credit: Perplexity's Sonar visits ap","authors_text":"Ilan Strauss, Isobel Moure, Jangho Yang, Sruly Rosenblat, Tim O'Reilly","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DL","submitted_at":"2025-06-27T15:44:16Z","title":"The Attribution Crisis in LLM Search Results"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.00838","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:304f55ed26214022ffeb5715c9073c0721eb67917c0d47caeedf3a8cd1b2568f","target":"record","created_at":"2026-07-05T11:47:28Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"4a7c5c8e9fef4f600f08a70fc68fedd4aaf5ef1b48f356d7809acab28967d943","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DL","submitted_at":"2025-06-27T15:44:16Z","title_canon_sha256":"418fb4d3e5f38640334b8ef4ecd731eafbe1c000bfe65dbcdb71761cb530f308"},"schema_version":"1.0","source":{"id":"2508.00838","kind":"arxiv","version":1}},"canonical_sha256":"98fe112a1fd3956a7666d7eb672887d0b68b570ba52ca3cecdedd10a00c10e62","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"98fe112a1fd3956a7666d7eb672887d0b68b570ba52ca3cecdedd10a00c10e62","first_computed_at":"2026-07-05T11:47:28.339099Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:47:28.339099Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"t8iN6L6hQjACFTlx1/Sg0lgy3C3+0uPr1gzqiS0wZS7UgL+8SOphyzpXKAJlV3TltoG5db04jk7GPQtZWJjzDA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:47:28.339579Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.00838","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:304f55ed26214022ffeb5715c9073c0721eb67917c0d47caeedf3a8cd1b2568f","sha256:ab1fcbbb1fcf842d8dcc60ac86c976dfd7b18b99f6d623d0b63fdfe802589032"],"state_sha256":"92c8f2c48f302b28b43057b1d6dcdfc55b68516efbc28a205a87b65be66b1102"}