{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2607.00170","arxiv_id":"2607.00170","integrity":{"available":true,"endpoint":"/pith/2607.00170/integrity.json","summary":{"critical":0,"advisory":8,"informational":0,"by_detector":{"doi_compliance":{"total":8,"critical":0,"advisory":8,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-07-17T18:59:22.303838Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-07-13T19:02:23.757283Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-07-13T13:52:21.596008Z","findings_count":8},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-07-13T06:23:47.723164Z","findings_count":0}],"findings":[{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1103/2qd9-x6v8.url:https://doi.org/10.1103/2qd9-x6v8(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1103/2qd9-x6v8.url:https://doi.org/10.1103/2qd9-x6v8(cit.on","detected_arxiv_id":null,"ref_index":9,"audited_at":"2026-07-09T10:13:49.473944Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41928-024-01182-4(cit) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41928-024-01182-4(cit","detected_arxiv_id":null,"ref_index":18,"audited_at":"2026-07-09T10:13:49.473944Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s42005-022-01111-x(cit) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s42005-022-01111-x(cit","detected_arxiv_id":null,"ref_index":7,"audited_at":"2026-07-09T10:13:49.473944Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1126/sciadv.abh0952.url:https://www.science.org/doi/10.1126/sciadv.abh0952(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1126/sciadv.abh0952.url:https://www.science.org/doi/10.1126/sciadv.abh0952(cit.on","detected_arxiv_id":null,"ref_index":11,"audited_at":"2026-07-09T10:13:49.473944Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.3389/fphy.2014.00005(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.3389/fphy.2014.00005(cit.on","detected_arxiv_id":null,"ref_index":15,"audited_at":"2026-07-09T10:13:49.473944Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1080/00018732.2017.1341604.url:http://dx.doi.org/10.1080/00018732.2017.1341604(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1080/00018732.2017.1341604.url:http://dx.doi.org/10.1080/00018732.2017.1341604(cit.on","detected_arxiv_id":null,"ref_index":17,"audited_at":"2026-07-09T10:13:49.473944Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41467-026-72020-8(cit) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41467-026-72020-8(cit","detected_arxiv_id":null,"ref_index":24,"audited_at":"2026-07-09T10:13:49.473944Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/TNNLS.2025.3609571(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/TNNLS.2025.3609571(cit.on","detected_arxiv_id":null,"ref_index":1,"audited_at":"2026-07-09T10:13:49.473944Z"}],"snapshot_sha256":"0d62760e21107e5c3e27706c817cfa686e7661795f65e9519242521fd511c000"},"events":[{"event_id":8343,"event_type":"pith.integrity.v1","payload_sha256":"0c4cb17b343199f506e754b55d710b1bcb8b8c2c6b9fc2a708c55db5e1283fd8","signature_b64":"ZH7hfuvwN6ELu84fY1ATuRx+u9wfAG8kFqs03mx5lfygBZNoFhW43YQNUa3PkINAHj31qlfu2LE9soZzMS/2Bw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.203176+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41928-024-01182-4(cit) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Shaila Niazi, Shuvro Chowdhury, et al. “Training deep Boltzmann networks with sparse Ising ma- chines”. In:Nature Electronics7.7 (June 2024), pp. 610–619.issn: 2520-1131.doi:10.1038/s41928- 024-01182-4.url:http://dx.doi.org/10.1038/s41928-0","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":18,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Shaila Niazi, Shuvro Chowdhury, et al. “Training deep Boltzmann networks with sparse Ising ma- chines”. In:Nature Electronics7.7 (June 2024), pp. 610–619.issn: 2520-1131.doi:10.1038/s41928- 024-01182-4.url:http://dx.doi.org/10.1038/s41928-0","reconstructed_doi":"10.1038/s41928-024-01182-4(cit"},"severity":"advisory","ref_index":18,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41928-024-01182-4(cit","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"a450c3b83268e124dc43b1c708a2b414ae96b1bc3b2fccca0f6dc793237b9575","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8342,"event_type":"pith.integrity.v1","payload_sha256":"15a998531bb9a632f86f4ef70ccddb7421e959407f82d1e073c5dcd86397b579","signature_b64":"882BD+nKOpQ8lwGpebkMoecSXSnd2tKfjUPyY4bYRaF8fA+EcI4/C0k413l1kJemV1JmftcvvGDkbCAN/7CYDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.201891+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1080/00018732.2017.1341604.url:http://dx.doi.org/10.1080/00018732.2017.1341604(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"H. Chau Nguyen, Riccardo Zecchina, and Johannes Berg. “Inverse statistical problems: from the inverse Ising problem to data science”. In:Advances in Physics66.3 (June 2017), pp. 197–261.issn: 1460- 6976.doi:10.1080/00018732.2017.1341604.url","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":17,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"H. Chau Nguyen, Riccardo Zecchina, and Johannes Berg. “Inverse statistical problems: from the inverse Ising problem to data science”. In:Advances in Physics66.3 (June 2017), pp. 197–261.issn: 1460- 6976.doi:10.1080/00018732.2017.1341604.url","reconstructed_doi":"10.1080/00018732.2017.1341604.url:http://dx.doi.org/10.1080/00018732.2017.1341604(cit.on"},"severity":"advisory","ref_index":17,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.1080/00018732.2017.1341604.url:http://dx.doi.org/10.1080/00018732.2017.1341604(cit.on","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"e3e1da2220deb608ea0188031628319375b2d6a4e45f9ba06eba765370366160","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8341,"event_type":"pith.integrity.v1","payload_sha256":"e7eaa9f264c3774bf76bea2077bdd389628a8f9d14a960e269f0f31ecc074956","signature_b64":"AC5RzHDWs3617RuXjS/ymq94R7aEdcgQdkA+DG8HO0lI+24nnWBsIX0tertusp8NJloc0hGBTb44/BVzTlGWCA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.200558+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.3389/fphy.2014.00005(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Andrew Lucas. “Ising formulations of many NP problems”. In:Frontiers in Physics2 (2014).issn: 2296-424X.doi:10.3389/fphy.2014.00005(cit. on p. 1)","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":15,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Andrew Lucas. “Ising formulations of many NP problems”. In:Frontiers in Physics2 (2014).issn: 2296-424X.doi:10.3389/fphy.2014.00005(cit. on p. 1)","reconstructed_doi":"10.3389/fphy.2014.00005(cit.on"},"severity":"advisory","ref_index":15,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.3389/fphy.2014.00005(cit.on","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"3d1aac643bd91d67505989fa138169d1fe8f4d7eb709099461db6012ab8f0212","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8340,"event_type":"pith.integrity.v1","payload_sha256":"ad34720317c3f65d3cd4fbb539d82b2cf5b8dbdb8fd498b7349b6846523686ef","signature_b64":"Kx0xsmhgamphFEJN0HOsLBs4cy4gx5qPNwGGDTahojcs0awRAXcyVlckGMlD6YgLCfZKooK1mViWRySV/QUIBw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.199182+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1126/sciadv.abh0952.url:https://www.science.org/doi/10.1126/sciadv.abh0952(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Toshimori Honjo, Tomohiro Sonobe, et al. “100,000-Spin Coherent Ising Machine”. In:Science Ad- vances7.40 (2021), eabh0952.doi:10.1126/sciadv.abh0952.url:https://www.science.org/doi/ 10.1126/sciadv.abh0952(cit. on p. 24)","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":11,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Toshimori Honjo, Tomohiro Sonobe, et al. “100,000-Spin Coherent Ising Machine”. In:Science Ad- vances7.40 (2021), eabh0952.doi:10.1126/sciadv.abh0952.url:https://www.science.org/doi/ 10.1126/sciadv.abh0952(cit. on p. 24)","reconstructed_doi":"10.1126/sciadv.abh0952.url:https://www.science.org/doi/10.1126/sciadv.abh0952(cit.on"},"severity":"advisory","ref_index":11,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.1126/sciadv.abh0952.url:https://www.science.org/doi/10.1126/sciadv.abh0952(cit.on","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"27daea8e6347414a2fc0edb8f480bdd9772c0dbecca89cb1ddfec0c68aabaab6","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8339,"event_type":"pith.integrity.v1","payload_sha256":"da5f4e5dd75aa95b557f5f642c799c9d1eb28b88f347d8b05edc93b8b4279461","signature_b64":"3QWPMMsjCZ5ki08pMRe5f99MbI64syI0RwwV+vR1AKxFzOyukZsz3MkYHlyk1ecwCK6a3eyeI4Id41+exumODw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.197793+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1103/2qd9-x6v8.url:https://doi.org/10.1103/2qd9-x6v8(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Hayato Goto, Ryo Hidaka, and Kosuke Tatsumura. “Edge-of-Chaos-Enhanced Quantum-Inspired Al- gorithm for Combinatorial Optimization”. In:Physical Review Applied25.4 (Apr. 2026), p. 044011. doi:10.1103/2qd9-x6v8.url:https://doi.org/10.1103/2q","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":9,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Hayato Goto, Ryo Hidaka, and Kosuke Tatsumura. “Edge-of-Chaos-Enhanced Quantum-Inspired Al- gorithm for Combinatorial Optimization”. In:Physical Review Applied25.4 (Apr. 2026), p. 044011. doi:10.1103/2qd9-x6v8.url:https://doi.org/10.1103/2q","reconstructed_doi":"10.1103/2qd9-x6v8.url:https://doi.org/10.1103/2qd9-x6v8(cit.on"},"severity":"advisory","ref_index":9,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.1103/2qd9-x6v8.url:https://doi.org/10.1103/2qd9-x6v8(cit.on","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"d1c306ad166e2748ad5a54333a0885be56d336ed15e45654d6233610fb4a2dff","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8338,"event_type":"pith.integrity.v1","payload_sha256":"ca647495ec3b0f8b13c2979f74699154d247da33bdee90144885bb2572931799","signature_b64":"nlw8k+A2SEIyrLrz+6hDj7qtmycvZOG1X0yMdJxSmlMThgNBjp/tpI3wqLfBRDtocliLrlJlqDCW3+jtzl76Ag==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.196293+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s42005-022-01111-x(cit) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"L. Q. English, A. V. Zampetaki, et al. “An Ising machine based on networks of subharmonic electrical resonators”. In:Communications Physics5.1 (2022), p. 333.doi:10.1038/s42005- 022- 01111- x. url:https://doi.org/10.1038/s42005-022-01111-x(","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":7,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"L. Q. English, A. V. Zampetaki, et al. “An Ising machine based on networks of subharmonic electrical resonators”. In:Communications Physics5.1 (2022), p. 333.doi:10.1038/s42005- 022- 01111- x. url:https://doi.org/10.1038/s42005-022-01111-x(","reconstructed_doi":"10.1038/s42005-022-01111-x(cit"},"severity":"advisory","ref_index":7,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s42005-022-01111-x(cit","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"ac727246c8b17c7bc79a96abea62da06e8df2e93daa13967442265f9e704b7c8","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8337,"event_type":"pith.integrity.v1","payload_sha256":"5d43561b64d1a4ba7b9c5fc1fe0b90b957332719aea9466f5e3bbcbc9a787c90","signature_b64":"1kfQV7Q27RSXhnLzJau2fBiDsu5pd10wRDvnwiRUArkqmInjK9ugDwhONElEmdK1/XhdCqb2q8WrPlc1vXSyBw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.194242+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/TNNLS.2025.3609571(cit.on) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Yi Cheng and Zongli Lin. “All-to-All Connected Oscillator Ising Machines and Their Application as Associative Memory”. In:IEEE Transactions on Neural Networks and Learning Systems37.2 (2026), pp. 589–602.doi:10.1109/TNNLS.2025.3609571(cit. ","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":1,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Yi Cheng and Zongli Lin. “All-to-All Connected Oscillator Ising Machines and Their Application as Associative Memory”. In:IEEE Transactions on Neural Networks and Learning Systems37.2 (2026), pp. 589–602.doi:10.1109/TNNLS.2025.3609571(cit. ","reconstructed_doi":"10.1109/TNNLS.2025.3609571(cit.on"},"severity":"advisory","ref_index":1,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/TNNLS.2025.3609571(cit.on","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"6ae30cdc10027b777889f0ad1e211e560f318313ff5fb97e81d4c16ab91af7bf","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":8336,"event_type":"pith.integrity.v1","payload_sha256":"4e1ddf6e22772a7e4272d63a54401f8b4e0d1da72c36c7c7f9fda6b146cf7dec","signature_b64":"Iu6s4XMCmkzpitOPWpuklRlwlyZNW29pKaJvsuwE0hTyF1Jkcb499VgOyj8IHSgRjrnmDJ7md16gZ3sIithWBg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-09T10:17:35.190516+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41467-026-72020-8(cit) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Shuhan Yang, Andrea Grimaldi, et al. “250 Magnetic Tunnel Junctions-Based Probabilistic Ising Ma- chine”. In:Nature Communications(2026). Published online April 17, 2026.doi:10.1038/s41467- 026-72020-8.url:https://doi.org/10.1038/s41467-026","arxiv_id":"2607.00170","detector":"doi_compliance","evidence":{"ref_index":24,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Shuhan Yang, Andrea Grimaldi, et al. “250 Magnetic Tunnel Junctions-Based Probabilistic Ising Ma- chine”. In:Nature Communications(2026). Published online April 17, 2026.doi:10.1038/s41467- 026-72020-8.url:https://doi.org/10.1038/s41467-026","reconstructed_doi":"10.1038/s41467-026-72020-8(cit"},"severity":"advisory","ref_index":24,"audited_at":"2026-07-09T10:13:49.473944Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41467-026-72020-8(cit","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"79a42cb1f5205b783c964fe6295b9935ad91cdab3ae758f1c8fa69a9da387126","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2607.00170/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}