{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2015:K7VMYCHO4KJTC3KBBFSWABZ7JM","short_pith_number":"pith:K7VMYCHO","schema_version":"1.0","canonical_sha256":"57eacc08eee293316d41096560073f4b1e092eb4038a906c40c0e442f5bd9613","source":{"kind":"arxiv","id":"1507.04001","version":1},"attestation_state":"computed","paper":{"title":"Structure and inference in annotated networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.data-an","physics.soc-ph","stat.ML"],"primary_cat":"cs.SI","authors_text":"Aaron Clauset, M. E. J. Newman","submitted_at":"2015-07-14T20:01:46Z","abstract_excerpt":"For many networks of scientific interest we know both the connections of the network and information about the network nodes, such as the age or gender of individuals in a social network, geographic location of nodes in the Internet, or cellular function of nodes in a gene regulatory network. Here we demonstrate how this \"metadata\" can be used to improve our analysis and understanding of network structure. We focus in particular on the problem of community detection in networks and develop a mathematically principled approach that combines a network and its metadata to detect communities more "},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1507.04001","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2015-07-14T20:01:46Z","cross_cats_sorted":["physics.data-an","physics.soc-ph","stat.ML"],"title_canon_sha256":"0b8b7afbfdb7d26eafd8d66e06e3dc9f2da7419f2c82baa250ee72972e2a06a9","abstract_canon_sha256":"45973612692e8a92e80e3f650e8c98f331a6f7c383602b2e548650fbfb0e7f6e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:12:22.847666Z","signature_b64":"HtKrkL9Mgpqj/JqBUxVSxW6h2xmRFnYtGB18cnudVbTRUZ8sjGMaQOknMeV4xK7Q5HSrSwbO/AfGBVUU4FbGCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"57eacc08eee293316d41096560073f4b1e092eb4038a906c40c0e442f5bd9613","last_reissued_at":"2026-05-18T01:12:22.847332Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:12:22.847332Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Structure and inference in annotated networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.data-an","physics.soc-ph","stat.ML"],"primary_cat":"cs.SI","authors_text":"Aaron Clauset, M. E. J. Newman","submitted_at":"2015-07-14T20:01:46Z","abstract_excerpt":"For many networks of scientific interest we know both the connections of the network and information about the network nodes, such as the age or gender of individuals in a social network, geographic location of nodes in the Internet, or cellular function of nodes in a gene regulatory network. Here we demonstrate how this \"metadata\" can be used to improve our analysis and understanding of network structure. We focus in particular on the problem of community detection in networks and develop a mathematically principled approach that combines a network and its metadata to detect communities more "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1507.04001","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":""},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1507.04001","created_at":"2026-05-18T01:12:22.847386+00:00"},{"alias_kind":"arxiv_version","alias_value":"1507.04001v1","created_at":"2026-05-18T01:12:22.847386+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1507.04001","created_at":"2026-05-18T01:12:22.847386+00:00"},{"alias_kind":"pith_short_12","alias_value":"K7VMYCHO4KJT","created_at":"2026-05-18T12:29:27.538025+00:00"},{"alias_kind":"pith_short_16","alias_value":"K7VMYCHO4KJTC3KB","created_at":"2026-05-18T12:29:27.538025+00:00"},{"alias_kind":"pith_short_8","alias_value":"K7VMYCHO","created_at":"2026-05-18T12:29:27.538025+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM","json":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM.json","graph_json":"https://pith.science/api/pith-number/K7VMYCHO4KJTC3KBBFSWABZ7JM/graph.json","events_json":"https://pith.science/api/pith-number/K7VMYCHO4KJTC3KBBFSWABZ7JM/events.json","paper":"https://pith.science/paper/K7VMYCHO"},"agent_actions":{"view_html":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM","download_json":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM.json","view_paper":"https://pith.science/paper/K7VMYCHO","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1507.04001&json=true","fetch_graph":"https://pith.science/api/pith-number/K7VMYCHO4KJTC3KBBFSWABZ7JM/graph.json","fetch_events":"https://pith.science/api/pith-number/K7VMYCHO4KJTC3KBBFSWABZ7JM/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM/action/timestamp_anchor","attest_storage":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM/action/storage_attestation","attest_author":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM/action/author_attestation","sign_citation":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM/action/citation_signature","submit_replication":"https://pith.science/pith/K7VMYCHO4KJTC3KBBFSWABZ7JM/action/replication_record"}},"created_at":"2026-05-18T01:12:22.847386+00:00","updated_at":"2026-05-18T01:12:22.847386+00:00"}