{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2607.07652","arxiv_id":"2607.07652","integrity":{"available":true,"endpoint":"/pith/2607.07652/integrity.json","summary":{"critical":0,"advisory":12,"informational":0,"by_detector":{"external_links":{"total":12,"critical":0,"advisory":12,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-07-23T08:56:45.283005Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-07-20T18:05:18.091975Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-07-16T08:17:28.369755Z","findings_count":0},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-07-15T12:24:39.827655Z","findings_count":0},{"name":"external_links","version":"1.0.0","status":"completed","ran_at":"2026-07-09T23:36:08.176335Z","findings_count":6},{"name":"shingle_duplication","version":"0.1.0","status":"completed","ran_at":"2026-07-09T13:53:30.020077Z","findings_count":0},{"name":"citation_quote_validity","version":"0.1.0","status":"completed","ran_at":"2026-07-09T07:57:26.274958Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-07-09T07:49:10.110340Z","findings_count":0}],"findings":[{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://www.pewresearch.org/short-reads/2025/' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://ahrefs.com/blog/ai-' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://www.semrush.com/blog/chatgpt-search-insights/(accessed' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'http://dx.doi' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'http://dx' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://claude.com/blog/web-' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'http://dx' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://claude.com/blog/web-' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://www.pewresearch.org/short-reads/2025/' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://ahrefs.com/blog/ai-' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'https://www.semrush.com/blog/chatgpt-search-insights/(accessed' returned status 404 (Not Found) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z"},{"detector":"external_links","finding_type":"dead_url","severity":"advisory","verdict_class":"incontrovertible","note":"URL 'http://dx.doi' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","detected_doi":null,"detected_arxiv_id":null,"ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z"}],"snapshot_sha256":"270a4b047e184bcb830da330af84d24cd09f48ce31fc2ed58122d713f0cfde80"},"events":[{"event_id":11284,"event_type":"pith.integrity.v1","payload_sha256":"5bb02978b8ca6051fa29cc0eccb425f7df29ec4729b6dee56df739304b14aaf6","signature_b64":"sGPPua4J+hihvUZRDiVtxEv8jAr9xy0bCtj4MWG4BHaQrQTq05lVGtq1wElyNR+IR7H6s1mPGryzOFymUoMADg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T23:38:24.982383+00:00","payload":{"note":"URL 'http://dx.doi' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"http://dx.doi","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1783640167.57859},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://dx.doi","finding_type":"dead_url","evidence_hash":"6a5c895330bac271e06a80b760f166e3c9a6e21fcd6fd5d788a7e774bbc3b1dd","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":11283,"event_type":"pith.integrity.v1","payload_sha256":"7a53a07545058a91eda39f3cacf3dc182dce1b2f66c66c0789438f59b4303eff","signature_b64":"m+cMcEfZRDRxZlQdZUnls4fBxMmesPoW56M3LoXniKTeIpH39mGq+7979EATgIGu45O+CXs0HAOAlnvbAR9hCw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T23:38:24.981458+00:00","payload":{"note":"URL 'http://dx' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"http://dx","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1783640167.5772238},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://dx","finding_type":"dead_url","evidence_hash":"6e99e1a1ffd9cbeb2bd387fd4cf72dfded13a0b3ed0304dcfa9d0fdbf35fd05b","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":11282,"event_type":"pith.integrity.v1","payload_sha256":"ad21b5ab9e00b8f5fdef909e05e17f8bfadd4749be9a417f5b2023931be09629","signature_b64":"k523rrEE0t3K8ePHg595cYc02Cz7rM2DcC7gFIh9b4ECPF1+LOQLqN3GrruXBsq1Ssst1UPtFxe3ErF3kN5nDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T23:38:24.980594+00:00","payload":{"note":"URL 'https://claude.com/blog/web-' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://claude.com/blog/web-","final_url":"https://claude.com/blog/web-","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783640166.6912394},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://claude.com/blog/web-","finding_type":"dead_url","evidence_hash":"08229d2348d9189319b20e9f60c1f564e2bbe15901a654cbd739db20b6819421","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":11281,"event_type":"pith.integrity.v1","payload_sha256":"bf6a2563ae99f64c45365d9e2c74e1ef445309d8dcc44bae2ec26ac20856996e","signature_b64":"X6GlUoGuB7lmucr7unaZsoVemDRkx3z5w9EedKUMpEsBjiyb9aJu5jwJMf7Zn+C/wbK1wntkcoy+PxGvUWuhDQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T23:38:24.979681+00:00","payload":{"note":"URL 'https://www.semrush.com/blog/chatgpt-search-insights/(accessed' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://www.semrush.com/blog/chatgpt-search-insights/(accessed","final_url":"https://www.semrush.com/blog/chatgpt-search-insights/(accessed/","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783640166.333778},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://www.semrush.com/blog/chatgpt-search-insights/(accessed","finding_type":"dead_url","evidence_hash":"a67b8eb5c714091f3f4c930f878ec202785e28a9d5522aa17987adfa83ae8e51","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":11280,"event_type":"pith.integrity.v1","payload_sha256":"1861736988d7237d31ba92421f06b74f6596e6bb0a4cc17eca7b9f4f0613ffe3","signature_b64":"vm0poTWG2sDdpTpqoetU1suvxRC9l3TEETXFq3KGsL41Omd1pjInHJ4jkdZ1BoUolJfkaul8daZbOr7VYqJeDQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T23:38:24.978636+00:00","payload":{"note":"URL 'https://ahrefs.com/blog/ai-' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://ahrefs.com/blog/ai-","final_url":"https://ahrefs.com/blog/ai-/","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783640164.4841568},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://ahrefs.com/blog/ai-","finding_type":"dead_url","evidence_hash":"670ef223f9b8b72cbf6e17f280242936097a000746db593d9e6b98d19fc188f7","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":11279,"event_type":"pith.integrity.v1","payload_sha256":"bb4bafd4249198558e5298ead5aad274c13968e0c13d3083ccc08611a394b576","signature_b64":"odMcIWUla2InB2gdiMYx418EE0ZFejBjFKLFIGTtp/lWp0TFb4mN4tM0ne4YMUXsHL/yTMqVJRj7C8Z7aatcAg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T23:38:24.977760+00:00","payload":{"note":"URL 'https://www.pewresearch.org/short-reads/2025/' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://www.pewresearch.org/short-reads/2025/","final_url":"https://www.pewresearch.org/short-reads/2025/","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783640163.4845905},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T23:36:08.176335Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://www.pewresearch.org/short-reads/2025/","finding_type":"dead_url","evidence_hash":"f184c6668f77360f27fb1c72cc5605e4e82d751d2208e13b24a74f9c28b1663a","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8685,"event_type":"pith.integrity.v1","payload_sha256":"426bbead64dbf3b7179549852d3793db395e4b54a47d0c25b33547aabaa7b84e","signature_b64":"Ipv5JLbXqO5hyN5mzokYXTP8Bbd/Lvf98yBFHBZ//Na8COYseUG+0zzM2zICUd2LerVOgLCjmhVkk84S2itiAw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T11:37:39.749514+00:00","payload":{"note":"URL 'http://dx.doi' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"http://dx.doi","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1783596967.5818167},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://dx.doi","finding_type":"dead_url","evidence_hash":"11490239383486166c061dc96411bf09a7fbf86f0fa83711ca2d7edbaa21067e","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8684,"event_type":"pith.integrity.v1","payload_sha256":"e92695e54e3184f6d885e642ccba4e2a3cd853c510b1b78935e428cdab72c648","signature_b64":"xL1V87O+zDXBb1TBXpO94K70u0zdjht45Mepw7z4iNPdzcpY+CN0D1Q7653jJMGB7pWECQHPWilKw0Tx74QwDw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T11:37:39.748449+00:00","payload":{"note":"URL 'http://dx' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"http://dx","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1783596967.5800023},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://dx","finding_type":"dead_url","evidence_hash":"6d960b5081943bfd02ad3196fd93ee17e17f1250e588f2faa39484268d20960b","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8683,"event_type":"pith.integrity.v1","payload_sha256":"940575f5526081f47e579ae5f27399453c864d9c375faf9e49690a2054144d73","signature_b64":"R7XIyoHO2g7OQAvLeJcRQ6swVXqWjdwA3k1VxNTkXbTkm0YPMeJLON7LWUqgLiEeLLjDSyrCllptJKz7982aCw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T11:37:39.747545+00:00","payload":{"note":"URL 'https://claude.com/blog/web-' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://claude.com/blog/web-","final_url":"https://claude.com/blog/web-","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783596966.6525517},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://claude.com/blog/web-","finding_type":"dead_url","evidence_hash":"54bafec84119a08182489882fce65a5c94b1f8de9112e8bf2934c95c684859f4","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8682,"event_type":"pith.integrity.v1","payload_sha256":"2c46f22de747f8e95ce3c0222a3861606e474374d4f23b05b20777a181e5b494","signature_b64":"HRqT5xaUocyl7KDVYZwG2fJ+1EGF5EZUBHWxdVyNyNN66hMiSvLSMza+wnx5Cg+vFaq3107jxCsaC7vCrUtXDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T11:37:39.746413+00:00","payload":{"note":"URL 'https://www.semrush.com/blog/chatgpt-search-insights/(accessed' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://www.semrush.com/blog/chatgpt-search-insights/(accessed","final_url":"https://www.semrush.com/blog/chatgpt-search-insights/(accessed/","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783596966.3190389},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://www.semrush.com/blog/chatgpt-search-insights/(accessed","finding_type":"dead_url","evidence_hash":"5a5fb7c68dd8701f304eab4df46ad2d7b1157f74964ef4337920df0722ddd988","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8681,"event_type":"pith.integrity.v1","payload_sha256":"f1db310ec2e63617b5befe94c85a396834741cfc98e068d26707c838859fdcb4","signature_b64":"Fonl0OESyrdMeQIC5k3PACYZnm+GMyQUJU9+C6pCafhLCeaw3rLrMkYWrq8Hb/CST/TgosY6Ah5aFsJgkwMZCQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T11:37:39.745451+00:00","payload":{"note":"URL 'https://ahrefs.com/blog/ai-' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://ahrefs.com/blog/ai-","final_url":"https://ahrefs.com/blog/ai-/","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783596964.4501865},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://ahrefs.com/blog/ai-","finding_type":"dead_url","evidence_hash":"b29ba50aeef17cadeb0d6fde7dee58edf7665a9f6c9a21b51e89f6f73aaf95b5","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8680,"event_type":"pith.integrity.v1","payload_sha256":"4597f74e5859b3f708b5f356c3a2f95b496c5117770d14388f666f62a919d54d","signature_b64":"qm1xIOehBar8+K7LVFo0iiNnwmPiqeLiz6cf0oE44ShDRpi7QoqtiwBT4r3NI4FcBSGsR9bOd0C//vsXwx/7AQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T11:37:39.744502+00:00","payload":{"note":"URL 'https://www.pewresearch.org/short-reads/2025/' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.07652","detector":"external_links","evidence":{"url":"https://www.pewresearch.org/short-reads/2025/","final_url":"https://www.pewresearch.org/short-reads/2025/","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1783596963.434627},"severity":"advisory","ref_index":null,"audited_at":"2026-07-09T11:36:08.085571Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://www.pewresearch.org/short-reads/2025/","finding_type":"dead_url","evidence_hash":"2377d633f9a00086e5763f6d35ede69bac61a630f6d590c05c398b823adc1740","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2607.07652/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}