{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:O3EH56QXAMHFYKGNVNQP6ZFC7H","short_pith_number":"pith:O3EH56QX","canonical_record":{"source":{"id":"2507.19657","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-07-25T20:03:38Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"e8f772bf76a60efaf80bd1815524e8c6e24243defaf988add4a1cefd2a0f2079","abstract_canon_sha256":"b6a772ee92d40b700fcffa9c03fedc1838bc1d8d644a21045218763104f9fff0"},"schema_version":"1.0"},"canonical_sha256":"76c87efa17030e5c28cdab60ff64a2f9fb9b60087e403c844a43ee39833aa467","source":{"kind":"arxiv","id":"2507.19657","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.19657","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"arxiv_version","alias_value":"2507.19657v1","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.19657","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"pith_short_12","alias_value":"O3EH56QXAMHF","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"pith_short_16","alias_value":"O3EH56QXAMHFYKGN","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"pith_short_8","alias_value":"O3EH56QX","created_at":"2026-07-05T11:43:38Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:O3EH56QXAMHFYKGNVNQP6ZFC7H","target":"record","payload":{"canonical_record":{"source":{"id":"2507.19657","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-07-25T20:03:38Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"e8f772bf76a60efaf80bd1815524e8c6e24243defaf988add4a1cefd2a0f2079","abstract_canon_sha256":"b6a772ee92d40b700fcffa9c03fedc1838bc1d8d644a21045218763104f9fff0"},"schema_version":"1.0"},"canonical_sha256":"76c87efa17030e5c28cdab60ff64a2f9fb9b60087e403c844a43ee39833aa467","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:43:38.632047Z","signature_b64":"eDkCDiVAPAB3yBUH6n/68u7ObKxUEhDJ6oAiVe/lg03BX6yDHpacdNcz6qxqzX6rsROehr3Jc+i57XuECIVWBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"76c87efa17030e5c28cdab60ff64a2f9fb9b60087e403c844a43ee39833aa467","last_reissued_at":"2026-07-05T11:43:38.631480Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:43:38.631480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.19657","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":"2026-07-05T11:43:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Hi03btsX9cq1Js/BKgdG9q8UGrr8ztziS6UO9C1wmbHDQ+W06qjCcVhFRPN4avilowcG6DwdXkJxyQLXz3FEBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T16:29:22.599679Z"},"content_sha256":"5aa5caeb6d929b9b276216c312a4799b55189a937e39f29abc1d427a608333d3","schema_version":"1.0","event_id":"sha256:5aa5caeb6d929b9b276216c312a4799b55189a937e39f29abc1d427a608333d3"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:O3EH56QXAMHFYKGNVNQP6ZFC7H","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"\"X of Information'' Continuum: A Survey on AI-Driven Multi-dimensional Metrics for Next-Generation Networked Systems","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.NI","authors_text":"Beining Wu, Jun Huang, Shui Yu","submitted_at":"2025-07-25T20:03:38Z","abstract_excerpt":"The development of next-generation networking systems has inherently shifted from throughput-based paradigms towards intelligent, information-aware designs that emphasize the quality, relevance, and utility of transmitted information, rather than sheer data volume. While classical network metrics, such as latency and packet loss, remain significant, they are insufficient to quantify the nuanced information quality requirements of modern intelligent applications, including autonomous vehicles, digital twins, and metaverse environments. In this survey, we present the first comprehensive study of"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.19657","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/2507.19657/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":"2026-07-05T11:43:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0a3I4vyYinVWjyAOmB2O97vQEUov/6bzvC6NBJNXSqc0g3veVfSoUobLel+XgJG3jTA48bEUD8b334KHcC8mCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T16:29:22.600381Z"},"content_sha256":"dff29ae5b2afeb3211d7b84d07c3b3804ca7e8422117b6a1c58f45abff62d938","schema_version":"1.0","event_id":"sha256:dff29ae5b2afeb3211d7b84d07c3b3804ca7e8422117b6a1c58f45abff62d938"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/O3EH56QXAMHFYKGNVNQP6ZFC7H/bundle.json","state_url":"https://pith.science/pith/O3EH56QXAMHFYKGNVNQP6ZFC7H/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/O3EH56QXAMHFYKGNVNQP6ZFC7H/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":"2026-08-16T16:29:22Z","links":{"resolver":"https://pith.science/pith/O3EH56QXAMHFYKGNVNQP6ZFC7H","bundle":"https://pith.science/pith/O3EH56QXAMHFYKGNVNQP6ZFC7H/bundle.json","state":"https://pith.science/pith/O3EH56QXAMHFYKGNVNQP6ZFC7H/state.json","well_known_bundle":"https://pith.science/.well-known/pith/O3EH56QXAMHFYKGNVNQP6ZFC7H/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:O3EH56QXAMHFYKGNVNQP6ZFC7H","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":"b6a772ee92d40b700fcffa9c03fedc1838bc1d8d644a21045218763104f9fff0","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-07-25T20:03:38Z","title_canon_sha256":"e8f772bf76a60efaf80bd1815524e8c6e24243defaf988add4a1cefd2a0f2079"},"schema_version":"1.0","source":{"id":"2507.19657","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.19657","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"arxiv_version","alias_value":"2507.19657v1","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.19657","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"pith_short_12","alias_value":"O3EH56QXAMHF","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"pith_short_16","alias_value":"O3EH56QXAMHFYKGN","created_at":"2026-07-05T11:43:38Z"},{"alias_kind":"pith_short_8","alias_value":"O3EH56QX","created_at":"2026-07-05T11:43:38Z"}],"graph_snapshots":[{"event_id":"sha256:dff29ae5b2afeb3211d7b84d07c3b3804ca7e8422117b6a1c58f45abff62d938","target":"graph","created_at":"2026-07-05T11:43:38Z","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/2507.19657/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The development of next-generation networking systems has inherently shifted from throughput-based paradigms towards intelligent, information-aware designs that emphasize the quality, relevance, and utility of transmitted information, rather than sheer data volume. While classical network metrics, such as latency and packet loss, remain significant, they are insufficient to quantify the nuanced information quality requirements of modern intelligent applications, including autonomous vehicles, digital twins, and metaverse environments. In this survey, we present the first comprehensive study of","authors_text":"Beining Wu, Jun Huang, Shui Yu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-07-25T20:03:38Z","title":"\"X of Information'' Continuum: A Survey on AI-Driven Multi-dimensional Metrics for Next-Generation Networked Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.19657","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":"sha256:5aa5caeb6d929b9b276216c312a4799b55189a937e39f29abc1d427a608333d3","target":"record","created_at":"2026-07-05T11:43:38Z","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":"b6a772ee92d40b700fcffa9c03fedc1838bc1d8d644a21045218763104f9fff0","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-07-25T20:03:38Z","title_canon_sha256":"e8f772bf76a60efaf80bd1815524e8c6e24243defaf988add4a1cefd2a0f2079"},"schema_version":"1.0","source":{"id":"2507.19657","kind":"arxiv","version":1}},"canonical_sha256":"76c87efa17030e5c28cdab60ff64a2f9fb9b60087e403c844a43ee39833aa467","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"76c87efa17030e5c28cdab60ff64a2f9fb9b60087e403c844a43ee39833aa467","first_computed_at":"2026-07-05T11:43:38.631480Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:43:38.631480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"eDkCDiVAPAB3yBUH6n/68u7ObKxUEhDJ6oAiVe/lg03BX6yDHpacdNcz6qxqzX6rsROehr3Jc+i57XuECIVWBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:43:38.632047Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.19657","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5aa5caeb6d929b9b276216c312a4799b55189a937e39f29abc1d427a608333d3","sha256:dff29ae5b2afeb3211d7b84d07c3b3804ca7e8422117b6a1c58f45abff62d938"],"state_sha256":"7c7ade9ae47039f1bcc468ae02d66e495b418397019855999269746983c1701b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"a5IukSwDP3U+x3fieHYrLsCX4vve++DcWXM7YegbnPqFCNRVVeic84mNFubbIFDX5DxCPRrezCrnC/uBFNpJCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T16:29:22.605861Z","bundle_sha256":"0a06618987fbf13ac0b30fb3813eb2fee39f2fab6e478b92713cb73879dc789c"}}