{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:KMGVTVSQSQKRQIB7FOYVWLUSMI","short_pith_number":"pith:KMGVTVSQ","canonical_record":{"source":{"id":"2210.14189","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.NI","submitted_at":"2022-10-25T17:32:16Z","cross_cats_sorted":[],"title_canon_sha256":"a32f11e98dbcca33a8172c2a3a2eec0d05796c04c3f5b7b50a5a104ff8ad4550","abstract_canon_sha256":"4014c3ca610220d87ab66e6a43588e9ca9ab9a254d35fd73be3acb81b030ef62"},"schema_version":"1.0"},"canonical_sha256":"530d59d650941518203f2bb15b2e92621fafc5af03850582b7e1875a9d55b399","source":{"kind":"arxiv","id":"2210.14189","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2210.14189","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"arxiv_version","alias_value":"2210.14189v1","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2210.14189","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"pith_short_12","alias_value":"KMGVTVSQSQKR","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"pith_short_16","alias_value":"KMGVTVSQSQKRQIB7","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"pith_short_8","alias_value":"KMGVTVSQ","created_at":"2026-07-05T05:10:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:KMGVTVSQSQKRQIB7FOYVWLUSMI","target":"record","payload":{"canonical_record":{"source":{"id":"2210.14189","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.NI","submitted_at":"2022-10-25T17:32:16Z","cross_cats_sorted":[],"title_canon_sha256":"a32f11e98dbcca33a8172c2a3a2eec0d05796c04c3f5b7b50a5a104ff8ad4550","abstract_canon_sha256":"4014c3ca610220d87ab66e6a43588e9ca9ab9a254d35fd73be3acb81b030ef62"},"schema_version":"1.0"},"canonical_sha256":"530d59d650941518203f2bb15b2e92621fafc5af03850582b7e1875a9d55b399","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:10:27.083773Z","signature_b64":"41//5KYQYjGmEF+EZSfI6daBYlXTAk6/jqnMaYy6eNQy3bwO15YDJfpTgOzHr7FTM7lJ5c1BSA/2/yH+JexRAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"530d59d650941518203f2bb15b2e92621fafc5af03850582b7e1875a9d55b399","last_reissued_at":"2026-07-05T05:10:27.083359Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:10:27.083359Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2210.14189","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":"2026-07-05T05:10:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hlHj3664VpiwtXTMWG3XMYnlKT9emY0V3bR+dZ0ZOKE+NAADqtaMAfczipQU5JLzL59MsZe8p5V1CrtoDiFdDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T12:48:47.818104Z"},"content_sha256":"cb13f87e6404918241a2c80ad4710184703442830bee99397330895470d9a39f","schema_version":"1.0","event_id":"sha256:cb13f87e6404918241a2c80ad4710184703442830bee99397330895470d9a39f"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:KMGVTVSQSQKRQIB7FOYVWLUSMI","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Benchmarking Graph Neural Networks for Internet Routing Data","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Athena Vakali, Dimitrios Panteleimon Giakatos, Pavlos Sermpezis, Sofia Kostoglou","submitted_at":"2022-10-25T17:32:16Z","abstract_excerpt":"The Internet is composed of networks, called Autonomous Systems (or, ASes), interconnected to each other, thus forming a large graph. While both the AS-graph is known and there is a multitude of data available for the ASes (i.e., node attributes), the research on applying graph machine learning (ML) methods on Internet data has not attracted a lot of attention. In this work, we provide a benchmarking framework aiming to facilitate research on Internet data using graph-ML and graph neural network (GNN) methods. Specifically, we compile a dataset with heterogeneous node/AS attributes by collecti"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2210.14189","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/2210.14189/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":"2026-07-05T05:10:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PsgaC7vczG1TkQdShAv+pTjvHVOb1dkrwvHQo9XlWBPMByaExI63DERxuEwc1c7xSpTpX5cHXnqYizdsw76HBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T12:48:47.818625Z"},"content_sha256":"be9eb48d3b367c6fdc6034c4680f9ba5697a7fafede5eef0c8a3913efa209df6","schema_version":"1.0","event_id":"sha256:be9eb48d3b367c6fdc6034c4680f9ba5697a7fafede5eef0c8a3913efa209df6"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/KMGVTVSQSQKRQIB7FOYVWLUSMI/bundle.json","state_url":"https://pith.science/pith/KMGVTVSQSQKRQIB7FOYVWLUSMI/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/KMGVTVSQSQKRQIB7FOYVWLUSMI/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":"2026-08-15T12:48:47Z","links":{"resolver":"https://pith.science/pith/KMGVTVSQSQKRQIB7FOYVWLUSMI","bundle":"https://pith.science/pith/KMGVTVSQSQKRQIB7FOYVWLUSMI/bundle.json","state":"https://pith.science/pith/KMGVTVSQSQKRQIB7FOYVWLUSMI/state.json","well_known_bundle":"https://pith.science/.well-known/pith/KMGVTVSQSQKRQIB7FOYVWLUSMI/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:KMGVTVSQSQKRQIB7FOYVWLUSMI","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":"4014c3ca610220d87ab66e6a43588e9ca9ab9a254d35fd73be3acb81b030ef62","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.NI","submitted_at":"2022-10-25T17:32:16Z","title_canon_sha256":"a32f11e98dbcca33a8172c2a3a2eec0d05796c04c3f5b7b50a5a104ff8ad4550"},"schema_version":"1.0","source":{"id":"2210.14189","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2210.14189","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"arxiv_version","alias_value":"2210.14189v1","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2210.14189","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"pith_short_12","alias_value":"KMGVTVSQSQKR","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"pith_short_16","alias_value":"KMGVTVSQSQKRQIB7","created_at":"2026-07-05T05:10:27Z"},{"alias_kind":"pith_short_8","alias_value":"KMGVTVSQ","created_at":"2026-07-05T05:10:27Z"}],"graph_snapshots":[{"event_id":"sha256:be9eb48d3b367c6fdc6034c4680f9ba5697a7fafede5eef0c8a3913efa209df6","target":"graph","created_at":"2026-07-05T05:10:27Z","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/2210.14189/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The Internet is composed of networks, called Autonomous Systems (or, ASes), interconnected to each other, thus forming a large graph. While both the AS-graph is known and there is a multitude of data available for the ASes (i.e., node attributes), the research on applying graph machine learning (ML) methods on Internet data has not attracted a lot of attention. In this work, we provide a benchmarking framework aiming to facilitate research on Internet data using graph-ML and graph neural network (GNN) methods. Specifically, we compile a dataset with heterogeneous node/AS attributes by collecti","authors_text":"Athena Vakali, Dimitrios Panteleimon Giakatos, Pavlos Sermpezis, Sofia Kostoglou","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.NI","submitted_at":"2022-10-25T17:32:16Z","title":"Benchmarking Graph Neural Networks for Internet Routing Data"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2210.14189","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:cb13f87e6404918241a2c80ad4710184703442830bee99397330895470d9a39f","target":"record","created_at":"2026-07-05T05:10:27Z","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":"4014c3ca610220d87ab66e6a43588e9ca9ab9a254d35fd73be3acb81b030ef62","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.NI","submitted_at":"2022-10-25T17:32:16Z","title_canon_sha256":"a32f11e98dbcca33a8172c2a3a2eec0d05796c04c3f5b7b50a5a104ff8ad4550"},"schema_version":"1.0","source":{"id":"2210.14189","kind":"arxiv","version":1}},"canonical_sha256":"530d59d650941518203f2bb15b2e92621fafc5af03850582b7e1875a9d55b399","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"530d59d650941518203f2bb15b2e92621fafc5af03850582b7e1875a9d55b399","first_computed_at":"2026-07-05T05:10:27.083359Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:10:27.083359Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"41//5KYQYjGmEF+EZSfI6daBYlXTAk6/jqnMaYy6eNQy3bwO15YDJfpTgOzHr7FTM7lJ5c1BSA/2/yH+JexRAg==","signature_status":"signed_v1","signed_at":"2026-07-05T05:10:27.083773Z","signed_message":"canonical_sha256_bytes"},"source_id":"2210.14189","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cb13f87e6404918241a2c80ad4710184703442830bee99397330895470d9a39f","sha256:be9eb48d3b367c6fdc6034c4680f9ba5697a7fafede5eef0c8a3913efa209df6"],"state_sha256":"c1a365a0ff756ab1baee03d966fa746987c3994eb0ab4a49b7a0e67472ca5d5a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"v7SolWjZU84i0t3Y6JGSQcuj+4UM2ZaBKQysDVmHZCoSvFfiWmzC2rws9n0TludsFbJXmnZEINffnfNxhjDLDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-15T12:48:47.822423Z","bundle_sha256":"9c230fd1dd009701df7cd6276007ff3662e79ee2ae7d14691e56aad5313ae35f"}}