{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:LZXOWIOMRJL6YLIRRGMB3E6XJC","short_pith_number":"pith:LZXOWIOM","canonical_record":{"source":{"id":"2307.00973","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2023-07-03T12:44:19Z","cross_cats_sorted":[],"title_canon_sha256":"af0922e72bc9d213ec0b2bc900e15b3e541567740c67646ab93bc0b4c1315422","abstract_canon_sha256":"936ee0c4fc2c72dfb6261586635fe7ed13181f81836c76968fb5e0fc1ad5efc6"},"schema_version":"1.0"},"canonical_sha256":"5e6eeb21cc8a57ec2d1189981d93d748ad0289430d504e12cd17b8587eed7fae","source":{"kind":"arxiv","id":"2307.00973","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.00973","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"arxiv_version","alias_value":"2307.00973v1","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.00973","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"pith_short_12","alias_value":"LZXOWIOMRJL6","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"pith_short_16","alias_value":"LZXOWIOMRJL6YLIR","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"pith_short_8","alias_value":"LZXOWIOM","created_at":"2026-07-05T06:27:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:LZXOWIOMRJL6YLIRRGMB3E6XJC","target":"record","payload":{"canonical_record":{"source":{"id":"2307.00973","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2023-07-03T12:44:19Z","cross_cats_sorted":[],"title_canon_sha256":"af0922e72bc9d213ec0b2bc900e15b3e541567740c67646ab93bc0b4c1315422","abstract_canon_sha256":"936ee0c4fc2c72dfb6261586635fe7ed13181f81836c76968fb5e0fc1ad5efc6"},"schema_version":"1.0"},"canonical_sha256":"5e6eeb21cc8a57ec2d1189981d93d748ad0289430d504e12cd17b8587eed7fae","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:27:02.448198Z","signature_b64":"hZWR4TmiuWwiLWgTzvbhzrtwcIdL8iuaLOreBEsx4paf41iIkZKRtxeZYZr64o2/AnSguDdu11W83W0HHM6jAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5e6eeb21cc8a57ec2d1189981d93d748ad0289430d504e12cd17b8587eed7fae","last_reissued_at":"2026-07-05T06:27:02.447699Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:27:02.447699Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2307.00973","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:27:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EOQzFxBK3/6Im34HysGNuY4wqYVacppwnXgAj95wmSLq8jP7kXLVHoqhhnaU3/ivmiw8IqIbz2qNlwr1hC3PDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-05T10:34:58.423809Z"},"content_sha256":"5dda7d3216a9ce5ca72f0f30c10e29a2dab78a946e6f76d1534cd039ebe0182a","schema_version":"1.0","event_id":"sha256:5dda7d3216a9ce5ca72f0f30c10e29a2dab78a946e6f76d1534cd039ebe0182a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:LZXOWIOMRJL6YLIRRGMB3E6XJC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Digital Twin-Empowered Communications: A New Frontier of Wireless Networks","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Hikmet Sari, Lina Bariah, Merouane Debbah","submitted_at":"2023-07-03T12:44:19Z","abstract_excerpt":"The future of wireless network generations is revolving toward unlocking the opportunities offered by virtualization and digitization services, with the aim to realize improved quality-of-experience (QoE) and bring several advantages to network users. According to the rapid development in the field of network virtualization, we envision that future wireless networks will run over ubiquitous deployment of virtualized components that are controlled by artificial intelligence (AI), i.e., the conceptualization of the Digital Twin (DT) paradigm. The key principle of the DT relies on creating a holi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.00973","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/2307.00973/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:27:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZTMa/T7M4mUia1jNYzbhNr4j42j89s000A5XiV4wy0uZ4uPwfw4/hQ8VhCnyT/1L+7lShW5KitLdtnAnm5j8Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-05T10:34:58.424173Z"},"content_sha256":"4e53774a3c9882cc0e23a8406432f50132568a8bed4c12a452d592b0565830b0","schema_version":"1.0","event_id":"sha256:4e53774a3c9882cc0e23a8406432f50132568a8bed4c12a452d592b0565830b0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LZXOWIOMRJL6YLIRRGMB3E6XJC/bundle.json","state_url":"https://pith.science/pith/LZXOWIOMRJL6YLIRRGMB3E6XJC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LZXOWIOMRJL6YLIRRGMB3E6XJC/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-05T10:34:58Z","links":{"resolver":"https://pith.science/pith/LZXOWIOMRJL6YLIRRGMB3E6XJC","bundle":"https://pith.science/pith/LZXOWIOMRJL6YLIRRGMB3E6XJC/bundle.json","state":"https://pith.science/pith/LZXOWIOMRJL6YLIRRGMB3E6XJC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LZXOWIOMRJL6YLIRRGMB3E6XJC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:LZXOWIOMRJL6YLIRRGMB3E6XJC","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":"936ee0c4fc2c72dfb6261586635fe7ed13181f81836c76968fb5e0fc1ad5efc6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2023-07-03T12:44:19Z","title_canon_sha256":"af0922e72bc9d213ec0b2bc900e15b3e541567740c67646ab93bc0b4c1315422"},"schema_version":"1.0","source":{"id":"2307.00973","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.00973","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"arxiv_version","alias_value":"2307.00973v1","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.00973","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"pith_short_12","alias_value":"LZXOWIOMRJL6","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"pith_short_16","alias_value":"LZXOWIOMRJL6YLIR","created_at":"2026-07-05T06:27:02Z"},{"alias_kind":"pith_short_8","alias_value":"LZXOWIOM","created_at":"2026-07-05T06:27:02Z"}],"graph_snapshots":[{"event_id":"sha256:4e53774a3c9882cc0e23a8406432f50132568a8bed4c12a452d592b0565830b0","target":"graph","created_at":"2026-07-05T06:27:02Z","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/2307.00973/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The future of wireless network generations is revolving toward unlocking the opportunities offered by virtualization and digitization services, with the aim to realize improved quality-of-experience (QoE) and bring several advantages to network users. According to the rapid development in the field of network virtualization, we envision that future wireless networks will run over ubiquitous deployment of virtualized components that are controlled by artificial intelligence (AI), i.e., the conceptualization of the Digital Twin (DT) paradigm. The key principle of the DT relies on creating a holi","authors_text":"Hikmet Sari, Lina Bariah, Merouane Debbah","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2023-07-03T12:44:19Z","title":"Digital Twin-Empowered Communications: A New Frontier of Wireless Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.00973","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":"sha256:5dda7d3216a9ce5ca72f0f30c10e29a2dab78a946e6f76d1534cd039ebe0182a","target":"record","created_at":"2026-07-05T06:27:02Z","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":"936ee0c4fc2c72dfb6261586635fe7ed13181f81836c76968fb5e0fc1ad5efc6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2023-07-03T12:44:19Z","title_canon_sha256":"af0922e72bc9d213ec0b2bc900e15b3e541567740c67646ab93bc0b4c1315422"},"schema_version":"1.0","source":{"id":"2307.00973","kind":"arxiv","version":1}},"canonical_sha256":"5e6eeb21cc8a57ec2d1189981d93d748ad0289430d504e12cd17b8587eed7fae","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5e6eeb21cc8a57ec2d1189981d93d748ad0289430d504e12cd17b8587eed7fae","first_computed_at":"2026-07-05T06:27:02.447699Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:27:02.447699Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hZWR4TmiuWwiLWgTzvbhzrtwcIdL8iuaLOreBEsx4paf41iIkZKRtxeZYZr64o2/AnSguDdu11W83W0HHM6jAw==","signature_status":"signed_v1","signed_at":"2026-07-05T06:27:02.448198Z","signed_message":"canonical_sha256_bytes"},"source_id":"2307.00973","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5dda7d3216a9ce5ca72f0f30c10e29a2dab78a946e6f76d1534cd039ebe0182a","sha256:4e53774a3c9882cc0e23a8406432f50132568a8bed4c12a452d592b0565830b0"],"state_sha256":"dcf952c875ff4121e74ccf2d5466bf879345c46dad57bafe0b6aa2b052831816"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LO+7OHOSTL/ja/WFU1b9GFjdNtUPCcWoDzChOCKLxQAaRB+jDbXlSY6ykikYQxsGg5t2e5N5XPJuQykZFpoCAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-05T10:34:58.426345Z","bundle_sha256":"7d69650dafd1c736c977d49cfd53c911a089d6a031c29be7f8db16bee49240f3"}}