{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2013:LQSSCT7TWLPWFCW4R73U6JVZGG","short_pith_number":"pith:LQSSCT7T","canonical_record":{"source":{"id":"1306.3738","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-06-17T04:53:34Z","cross_cats_sorted":["nlin.AO","physics.soc-ph"],"title_canon_sha256":"fd35bf7ace0624d415f36d006653cff392863a99848c09f61aca24fe925d9587","abstract_canon_sha256":"bf5f1a4bbec0b87769187a1dd0a27f5ec6ea533dd2ceea495d5da3eceeb34fb4"},"schema_version":"1.0"},"canonical_sha256":"5c25214ff3b2df628adc8ff74f26b9318dbaa9802e93de21ac81b69839d15e6d","source":{"kind":"arxiv","id":"1306.3738","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1306.3738","created_at":"2026-05-18T03:14:38Z"},{"alias_kind":"arxiv_version","alias_value":"1306.3738v1","created_at":"2026-05-18T03:14:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1306.3738","created_at":"2026-05-18T03:14:38Z"},{"alias_kind":"pith_short_12","alias_value":"LQSSCT7TWLPW","created_at":"2026-05-18T12:27:51Z"},{"alias_kind":"pith_short_16","alias_value":"LQSSCT7TWLPWFCW4","created_at":"2026-05-18T12:27:51Z"},{"alias_kind":"pith_short_8","alias_value":"LQSSCT7T","created_at":"2026-05-18T12:27:51Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2013:LQSSCT7TWLPWFCW4R73U6JVZGG","target":"record","payload":{"canonical_record":{"source":{"id":"1306.3738","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-06-17T04:53:34Z","cross_cats_sorted":["nlin.AO","physics.soc-ph"],"title_canon_sha256":"fd35bf7ace0624d415f36d006653cff392863a99848c09f61aca24fe925d9587","abstract_canon_sha256":"bf5f1a4bbec0b87769187a1dd0a27f5ec6ea533dd2ceea495d5da3eceeb34fb4"},"schema_version":"1.0"},"canonical_sha256":"5c25214ff3b2df628adc8ff74f26b9318dbaa9802e93de21ac81b69839d15e6d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:14:38.911666Z","signature_b64":"+kMz0l49dSMfQGFAxI30R+0/hfS2AzQwyPzCUrimB8HIc+NV9AEDVxZVaRj98Zjl+bl3aN1Mkr2nxWx2DQuICw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5c25214ff3b2df628adc8ff74f26b9318dbaa9802e93de21ac81b69839d15e6d","last_reissued_at":"2026-05-18T03:14:38.910996Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:14:38.910996Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1306.3738","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":"2026-05-18T03:14:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yAUKGZPLOsuQlD9lrNaIEN5UoQQhfWaMPpNALrA9R2VRJeas+DcYQw+S98YMwhv7FfwOJXZdOrFjy/YcRT8yDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T16:57:09.775019Z"},"content_sha256":"8bd1a00aef19c564b744eca8ec5eebd2453abc8e03529b1d1fb6759272a20ced","schema_version":"1.0","event_id":"sha256:8bd1a00aef19c564b744eca8ec5eebd2453abc8e03529b1d1fb6759272a20ced"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2013:LQSSCT7TWLPWFCW4R73U6JVZGG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A coevolving model based on preferential triadic closure for social media networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["nlin.AO","physics.soc-ph"],"primary_cat":"cs.SI","authors_text":"Choy-Heng Lai, Hailin Zou, Kun Li, Menghui Li, Shuguang Guan, Xiaofeng Gong, Zengru Di","submitted_at":"2013-06-17T04:53:34Z","abstract_excerpt":"The dynamical origin of complex networks, i.e., the underlying principles governing network evolution, is a crucial issue in network study. In this paper, by carrying out analysis to the temporal data of Flickr and Epinions--two typical social media networks, we found that the dynamical pattern in neighborhood, especially the formation of triadic links, plays a dominant role in the evolution of networks. We thus proposed a coevolving dynamical model for such networks, in which the evolution is only driven by the local dynamics--the preferential triadic closure. Numerical experiments verified t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1306.3738","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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T03:14:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vVqy+I14OODgOYf+QOUcJ9qSuVVqaEczv7ITS/saq8eqNNnTLvcEOj77fqBnxBGAbT7sND4V8hlGqnrjB5bnDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T16:57:09.775396Z"},"content_sha256":"5b1a141161b8e06a69ed49944fecd34cbed78e8a860b6c2a4fd2525e228da926","schema_version":"1.0","event_id":"sha256:5b1a141161b8e06a69ed49944fecd34cbed78e8a860b6c2a4fd2525e228da926"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LQSSCT7TWLPWFCW4R73U6JVZGG/bundle.json","state_url":"https://pith.science/pith/LQSSCT7TWLPWFCW4R73U6JVZGG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LQSSCT7TWLPWFCW4R73U6JVZGG/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":"2026-06-01T16:57:09Z","links":{"resolver":"https://pith.science/pith/LQSSCT7TWLPWFCW4R73U6JVZGG","bundle":"https://pith.science/pith/LQSSCT7TWLPWFCW4R73U6JVZGG/bundle.json","state":"https://pith.science/pith/LQSSCT7TWLPWFCW4R73U6JVZGG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LQSSCT7TWLPWFCW4R73U6JVZGG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:LQSSCT7TWLPWFCW4R73U6JVZGG","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":"bf5f1a4bbec0b87769187a1dd0a27f5ec6ea533dd2ceea495d5da3eceeb34fb4","cross_cats_sorted":["nlin.AO","physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-06-17T04:53:34Z","title_canon_sha256":"fd35bf7ace0624d415f36d006653cff392863a99848c09f61aca24fe925d9587"},"schema_version":"1.0","source":{"id":"1306.3738","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1306.3738","created_at":"2026-05-18T03:14:38Z"},{"alias_kind":"arxiv_version","alias_value":"1306.3738v1","created_at":"2026-05-18T03:14:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1306.3738","created_at":"2026-05-18T03:14:38Z"},{"alias_kind":"pith_short_12","alias_value":"LQSSCT7TWLPW","created_at":"2026-05-18T12:27:51Z"},{"alias_kind":"pith_short_16","alias_value":"LQSSCT7TWLPWFCW4","created_at":"2026-05-18T12:27:51Z"},{"alias_kind":"pith_short_8","alias_value":"LQSSCT7T","created_at":"2026-05-18T12:27:51Z"}],"graph_snapshots":[{"event_id":"sha256:5b1a141161b8e06a69ed49944fecd34cbed78e8a860b6c2a4fd2525e228da926","target":"graph","created_at":"2026-05-18T03:14:38Z","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"},"paper":{"abstract_excerpt":"The dynamical origin of complex networks, i.e., the underlying principles governing network evolution, is a crucial issue in network study. In this paper, by carrying out analysis to the temporal data of Flickr and Epinions--two typical social media networks, we found that the dynamical pattern in neighborhood, especially the formation of triadic links, plays a dominant role in the evolution of networks. We thus proposed a coevolving dynamical model for such networks, in which the evolution is only driven by the local dynamics--the preferential triadic closure. Numerical experiments verified t","authors_text":"Choy-Heng Lai, Hailin Zou, Kun Li, Menghui Li, Shuguang Guan, Xiaofeng Gong, Zengru Di","cross_cats":["nlin.AO","physics.soc-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-06-17T04:53:34Z","title":"A coevolving model based on preferential triadic closure for social media networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1306.3738","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":"sha256:8bd1a00aef19c564b744eca8ec5eebd2453abc8e03529b1d1fb6759272a20ced","target":"record","created_at":"2026-05-18T03:14:38Z","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":"bf5f1a4bbec0b87769187a1dd0a27f5ec6ea533dd2ceea495d5da3eceeb34fb4","cross_cats_sorted":["nlin.AO","physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2013-06-17T04:53:34Z","title_canon_sha256":"fd35bf7ace0624d415f36d006653cff392863a99848c09f61aca24fe925d9587"},"schema_version":"1.0","source":{"id":"1306.3738","kind":"arxiv","version":1}},"canonical_sha256":"5c25214ff3b2df628adc8ff74f26b9318dbaa9802e93de21ac81b69839d15e6d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5c25214ff3b2df628adc8ff74f26b9318dbaa9802e93de21ac81b69839d15e6d","first_computed_at":"2026-05-18T03:14:38.910996Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:14:38.910996Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+kMz0l49dSMfQGFAxI30R+0/hfS2AzQwyPzCUrimB8HIc+NV9AEDVxZVaRj98Zjl+bl3aN1Mkr2nxWx2DQuICw==","signature_status":"signed_v1","signed_at":"2026-05-18T03:14:38.911666Z","signed_message":"canonical_sha256_bytes"},"source_id":"1306.3738","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8bd1a00aef19c564b744eca8ec5eebd2453abc8e03529b1d1fb6759272a20ced","sha256:5b1a141161b8e06a69ed49944fecd34cbed78e8a860b6c2a4fd2525e228da926"],"state_sha256":"190aba4a56dc934f8543ee62f03279e7f23b5d573071bdd0b1c0328f4328e2f3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7VHZsi8XHubFO85TCsax8DxCW8MokeOmyPkSGGHK9eNkJgdjStHVTcVKdbCbDb5yPbBwNOZFvtfGRS10eLIlBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-01T16:57:09.777310Z","bundle_sha256":"b2e86f16df350a1adf06e7bd6dbcc8561e8165fab42d4db9290155a5522e6d74"}}