{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2015:S3W7TTWSXCZCPPNGDL34E5IWZG","short_pith_number":"pith:S3W7TTWS","canonical_record":{"source":{"id":"1501.02758","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-01-12T19:23:08Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"2ccce51dde09cf39c7b0fe11b3cbfe0f06642ba7d5448b7ee0f70c221f88affc","abstract_canon_sha256":"1da675cc0dbbcb46c22abc7df7c5876af4bfbb8bcfd5df0d006d2424f75ab588"},"schema_version":"1.0"},"canonical_sha256":"96edf9ced2b8b227bda61af7c27516c99645cc19985f58565a043f0a78db3940","source":{"kind":"arxiv","id":"1501.02758","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1501.02758","created_at":"2026-05-18T02:29:37Z"},{"alias_kind":"arxiv_version","alias_value":"1501.02758v1","created_at":"2026-05-18T02:29:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1501.02758","created_at":"2026-05-18T02:29:37Z"},{"alias_kind":"pith_short_12","alias_value":"S3W7TTWSXCZC","created_at":"2026-05-18T12:29:39Z"},{"alias_kind":"pith_short_16","alias_value":"S3W7TTWSXCZCPPNG","created_at":"2026-05-18T12:29:39Z"},{"alias_kind":"pith_short_8","alias_value":"S3W7TTWS","created_at":"2026-05-18T12:29:39Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2015:S3W7TTWSXCZCPPNGDL34E5IWZG","target":"record","payload":{"canonical_record":{"source":{"id":"1501.02758","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-01-12T19:23:08Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"2ccce51dde09cf39c7b0fe11b3cbfe0f06642ba7d5448b7ee0f70c221f88affc","abstract_canon_sha256":"1da675cc0dbbcb46c22abc7df7c5876af4bfbb8bcfd5df0d006d2424f75ab588"},"schema_version":"1.0"},"canonical_sha256":"96edf9ced2b8b227bda61af7c27516c99645cc19985f58565a043f0a78db3940","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:29:37.319521Z","signature_b64":"DbBxXqgW8b++N9p4UAhJKp6YIsrX1DcGgILBZWEerpdzZPivU2lqV3RxEY3pA+XToSj8w6JdET+yWBop3/ajCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"96edf9ced2b8b227bda61af7c27516c99645cc19985f58565a043f0a78db3940","last_reissued_at":"2026-05-18T02:29:37.319093Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:29:37.319093Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1501.02758","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":"2026-05-18T02:29:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"em9SuhRyUbD2bvGo5i+lu3ANwvAINM2vS9iB6gUWSpYm+iz0yZ6jcuki/Ma6yZ731ZThfGN6ks8yOTebMjYqCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T21:19:14.716639Z"},"content_sha256":"64e12b88f4c957009b17b49e27de875b27108c8bb723f021ab93ae4590c6c54f","schema_version":"1.0","event_id":"sha256:64e12b88f4c957009b17b49e27de875b27108c8bb723f021ab93ae4590c6c54f"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2015:S3W7TTWSXCZCPPNGDL34E5IWZG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Revealing latent factors of temporal networks for mesoscale intervention in epidemic spread","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SI"],"primary_cat":"physics.soc-ph","authors_text":"Alain Barrat, Andr\\'e Panisson, Ciro Cattuto, Laetitia Gauvin","submitted_at":"2015-01-12T19:23:08Z","abstract_excerpt":"The customary perspective to reason about epidemic mitigation in temporal networks hinges on the identification of nodes with specific features or network roles. The ensuing individual-based control strategies, however, are difficult to carry out in practice and ignore important correlations between topological and temporal patterns. Here we adopt a mesoscopic perspective and present a principled framework to identify collective features at multiple scales and rank their importance for epidemic spread. We use tensor decomposition techniques to build an additive representation of a temporal net"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1501.02758","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":"2026-05-18T02:29:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WUlfJNSJJLABbtBxtsxCka4nCXemA+ByKIdo5ahn0NSCwVE/IRVxHH+36v42VJEtizIIznFGInBIFwWkiyFnAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T21:19:14.717285Z"},"content_sha256":"85a8b457fe7a231d16319be397aa8c2345b34a4b4754e953f516ed12529b1f8d","schema_version":"1.0","event_id":"sha256:85a8b457fe7a231d16319be397aa8c2345b34a4b4754e953f516ed12529b1f8d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/S3W7TTWSXCZCPPNGDL34E5IWZG/bundle.json","state_url":"https://pith.science/pith/S3W7TTWSXCZCPPNGDL34E5IWZG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/S3W7TTWSXCZCPPNGDL34E5IWZG/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":"2026-06-06T21:19:14Z","links":{"resolver":"https://pith.science/pith/S3W7TTWSXCZCPPNGDL34E5IWZG","bundle":"https://pith.science/pith/S3W7TTWSXCZCPPNGDL34E5IWZG/bundle.json","state":"https://pith.science/pith/S3W7TTWSXCZCPPNGDL34E5IWZG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/S3W7TTWSXCZCPPNGDL34E5IWZG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:S3W7TTWSXCZCPPNGDL34E5IWZG","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":"1da675cc0dbbcb46c22abc7df7c5876af4bfbb8bcfd5df0d006d2424f75ab588","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-01-12T19:23:08Z","title_canon_sha256":"2ccce51dde09cf39c7b0fe11b3cbfe0f06642ba7d5448b7ee0f70c221f88affc"},"schema_version":"1.0","source":{"id":"1501.02758","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1501.02758","created_at":"2026-05-18T02:29:37Z"},{"alias_kind":"arxiv_version","alias_value":"1501.02758v1","created_at":"2026-05-18T02:29:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1501.02758","created_at":"2026-05-18T02:29:37Z"},{"alias_kind":"pith_short_12","alias_value":"S3W7TTWSXCZC","created_at":"2026-05-18T12:29:39Z"},{"alias_kind":"pith_short_16","alias_value":"S3W7TTWSXCZCPPNG","created_at":"2026-05-18T12:29:39Z"},{"alias_kind":"pith_short_8","alias_value":"S3W7TTWS","created_at":"2026-05-18T12:29:39Z"}],"graph_snapshots":[{"event_id":"sha256:85a8b457fe7a231d16319be397aa8c2345b34a4b4754e953f516ed12529b1f8d","target":"graph","created_at":"2026-05-18T02:29:37Z","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 customary perspective to reason about epidemic mitigation in temporal networks hinges on the identification of nodes with specific features or network roles. The ensuing individual-based control strategies, however, are difficult to carry out in practice and ignore important correlations between topological and temporal patterns. Here we adopt a mesoscopic perspective and present a principled framework to identify collective features at multiple scales and rank their importance for epidemic spread. We use tensor decomposition techniques to build an additive representation of a temporal net","authors_text":"Alain Barrat, Andr\\'e Panisson, Ciro Cattuto, Laetitia Gauvin","cross_cats":["cs.SI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-01-12T19:23:08Z","title":"Revealing latent factors of temporal networks for mesoscale intervention in epidemic spread"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1501.02758","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":"sha256:64e12b88f4c957009b17b49e27de875b27108c8bb723f021ab93ae4590c6c54f","target":"record","created_at":"2026-05-18T02:29:37Z","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":"1da675cc0dbbcb46c22abc7df7c5876af4bfbb8bcfd5df0d006d2424f75ab588","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-01-12T19:23:08Z","title_canon_sha256":"2ccce51dde09cf39c7b0fe11b3cbfe0f06642ba7d5448b7ee0f70c221f88affc"},"schema_version":"1.0","source":{"id":"1501.02758","kind":"arxiv","version":1}},"canonical_sha256":"96edf9ced2b8b227bda61af7c27516c99645cc19985f58565a043f0a78db3940","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"96edf9ced2b8b227bda61af7c27516c99645cc19985f58565a043f0a78db3940","first_computed_at":"2026-05-18T02:29:37.319093Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:29:37.319093Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DbBxXqgW8b++N9p4UAhJKp6YIsrX1DcGgILBZWEerpdzZPivU2lqV3RxEY3pA+XToSj8w6JdET+yWBop3/ajCg==","signature_status":"signed_v1","signed_at":"2026-05-18T02:29:37.319521Z","signed_message":"canonical_sha256_bytes"},"source_id":"1501.02758","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:64e12b88f4c957009b17b49e27de875b27108c8bb723f021ab93ae4590c6c54f","sha256:85a8b457fe7a231d16319be397aa8c2345b34a4b4754e953f516ed12529b1f8d"],"state_sha256":"7470b38ec6cd4833121e7776ea119a4d62f52142b94501fba2f57df66b180248"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WRlIlxVU9PiMlVlc5gsNQIc9zf6RTc/NpcE7+54nwNCRUTyTr7EiGq8PxmCWb4YicHJn6zC8u6c86LQ28xMCDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-06T21:19:14.721096Z","bundle_sha256":"277b71fdd08d6979128ca3b4066eb8bc6f7dc31936601ab26359d708ca6a4b9d"}}