{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:FYSMVQUHN6XJVTXWHNI2CMIGRQ","short_pith_number":"pith:FYSMVQUH","canonical_record":{"source":{"id":"1712.01790","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.PE","submitted_at":"2017-12-05T18:10:29Z","cross_cats_sorted":["math.DS","nlin.AO","physics.data-an","q-bio.QM"],"title_canon_sha256":"722fff37651b64a44a62a0271e720828be7e6235e401ead45443269f570756ed","abstract_canon_sha256":"a2196ccfd28b4ad847f6dfe10d0360b2cec67b691246d840f15eb6fc0d7357d3"},"schema_version":"1.0"},"canonical_sha256":"2e24cac2876fae9acef63b51a131068c0f3cd56f665a113a8e102e2231cb1749","source":{"kind":"arxiv","id":"1712.01790","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.01790","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"arxiv_version","alias_value":"1712.01790v4","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.01790","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"pith_short_12","alias_value":"FYSMVQUHN6XJ","created_at":"2026-05-18T12:31:15Z"},{"alias_kind":"pith_short_16","alias_value":"FYSMVQUHN6XJVTXW","created_at":"2026-05-18T12:31:15Z"},{"alias_kind":"pith_short_8","alias_value":"FYSMVQUH","created_at":"2026-05-18T12:31:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:FYSMVQUHN6XJVTXWHNI2CMIGRQ","target":"record","payload":{"canonical_record":{"source":{"id":"1712.01790","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.PE","submitted_at":"2017-12-05T18:10:29Z","cross_cats_sorted":["math.DS","nlin.AO","physics.data-an","q-bio.QM"],"title_canon_sha256":"722fff37651b64a44a62a0271e720828be7e6235e401ead45443269f570756ed","abstract_canon_sha256":"a2196ccfd28b4ad847f6dfe10d0360b2cec67b691246d840f15eb6fc0d7357d3"},"schema_version":"1.0"},"canonical_sha256":"2e24cac2876fae9acef63b51a131068c0f3cd56f665a113a8e102e2231cb1749","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:00:08.985493Z","signature_b64":"zw1WIvS3zWAJBcZgjXN4Cypqi+7eq7BDMRYYHaol8wOmTT6oZeya94xSIlsozd38Ag1UIQYnye1ZzFSjMjsPAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2e24cac2876fae9acef63b51a131068c0f3cd56f665a113a8e102e2231cb1749","last_reissued_at":"2026-05-18T00:00:08.985007Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:00:08.985007Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1712.01790","source_version":4,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:00:08Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"TL+bDiNA2sUZuxKYgDI+5vMrzYflw/RQOoI2X2k9BDzDtwdgjQGCOEQwKGMuit6dMu8o/TLVr3C9lUxuZHPNDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-11T04:05:30.479696Z"},"content_sha256":"d8542fc93f0190f5722bb298d4f1434e1e89fc8b60a210be67c58ba361ee0a37","schema_version":"1.0","event_id":"sha256:d8542fc93f0190f5722bb298d4f1434e1e89fc8b60a210be67c58ba361ee0a37"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:FYSMVQUHN6XJVTXWHNI2CMIGRQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"The use of multilayer network analysis in animal behaviour","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["math.DS","nlin.AO","physics.data-an","q-bio.QM"],"primary_cat":"q-bio.PE","authors_text":"Kelly R. Finn, Mason A. Porter, Matthew J. Silk, Noa Pinter-Wollman","submitted_at":"2017-12-05T18:10:29Z","abstract_excerpt":"Network analysis has driven key developments in research on animal behaviour by providing quantitative methods to study the social structures of animal groups and populations. A recent formalism, known as \\emph{multilayer network analysis}, has advanced the study of multifaceted networked systems in many disciplines. It offers novel ways to study and quantify animal behaviour as connected 'layers' of interactions. In this article, we review common questions in animal behaviour that can be studied using a multilayer approach, and we link these questions to specific analyses. We outline the type"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.01790","kind":"arxiv","version":4},"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":"2026-05-18T00:00:08Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LoazbddxAOtVcNYHgvPfK3uXgI+qOrZqhfdt0o7IgCiX38mQ3Pp3W/liadDsz1MLqjMyZkuUQaNlpY2wbVW4Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-11T04:05:30.480293Z"},"content_sha256":"4e6d771450f87f674ad68313b2188e12189fd7d3b040104e41e286ac68298df1","schema_version":"1.0","event_id":"sha256:4e6d771450f87f674ad68313b2188e12189fd7d3b040104e41e286ac68298df1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/FYSMVQUHN6XJVTXWHNI2CMIGRQ/bundle.json","state_url":"https://pith.science/pith/FYSMVQUHN6XJVTXWHNI2CMIGRQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/FYSMVQUHN6XJVTXWHNI2CMIGRQ/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":"2026-06-11T04:05:30Z","links":{"resolver":"https://pith.science/pith/FYSMVQUHN6XJVTXWHNI2CMIGRQ","bundle":"https://pith.science/pith/FYSMVQUHN6XJVTXWHNI2CMIGRQ/bundle.json","state":"https://pith.science/pith/FYSMVQUHN6XJVTXWHNI2CMIGRQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/FYSMVQUHN6XJVTXWHNI2CMIGRQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:FYSMVQUHN6XJVTXWHNI2CMIGRQ","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":"a2196ccfd28b4ad847f6dfe10d0360b2cec67b691246d840f15eb6fc0d7357d3","cross_cats_sorted":["math.DS","nlin.AO","physics.data-an","q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.PE","submitted_at":"2017-12-05T18:10:29Z","title_canon_sha256":"722fff37651b64a44a62a0271e720828be7e6235e401ead45443269f570756ed"},"schema_version":"1.0","source":{"id":"1712.01790","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.01790","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"arxiv_version","alias_value":"1712.01790v4","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.01790","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"pith_short_12","alias_value":"FYSMVQUHN6XJ","created_at":"2026-05-18T12:31:15Z"},{"alias_kind":"pith_short_16","alias_value":"FYSMVQUHN6XJVTXW","created_at":"2026-05-18T12:31:15Z"},{"alias_kind":"pith_short_8","alias_value":"FYSMVQUH","created_at":"2026-05-18T12:31:15Z"}],"graph_snapshots":[{"event_id":"sha256:4e6d771450f87f674ad68313b2188e12189fd7d3b040104e41e286ac68298df1","target":"graph","created_at":"2026-05-18T00:00:08Z","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":"Network analysis has driven key developments in research on animal behaviour by providing quantitative methods to study the social structures of animal groups and populations. A recent formalism, known as \\emph{multilayer network analysis}, has advanced the study of multifaceted networked systems in many disciplines. It offers novel ways to study and quantify animal behaviour as connected 'layers' of interactions. In this article, we review common questions in animal behaviour that can be studied using a multilayer approach, and we link these questions to specific analyses. We outline the type","authors_text":"Kelly R. Finn, Mason A. Porter, Matthew J. Silk, Noa Pinter-Wollman","cross_cats":["math.DS","nlin.AO","physics.data-an","q-bio.QM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.PE","submitted_at":"2017-12-05T18:10:29Z","title":"The use of multilayer network analysis in animal behaviour"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.01790","kind":"arxiv","version":4},"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:d8542fc93f0190f5722bb298d4f1434e1e89fc8b60a210be67c58ba361ee0a37","target":"record","created_at":"2026-05-18T00:00:08Z","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":"a2196ccfd28b4ad847f6dfe10d0360b2cec67b691246d840f15eb6fc0d7357d3","cross_cats_sorted":["math.DS","nlin.AO","physics.data-an","q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.PE","submitted_at":"2017-12-05T18:10:29Z","title_canon_sha256":"722fff37651b64a44a62a0271e720828be7e6235e401ead45443269f570756ed"},"schema_version":"1.0","source":{"id":"1712.01790","kind":"arxiv","version":4}},"canonical_sha256":"2e24cac2876fae9acef63b51a131068c0f3cd56f665a113a8e102e2231cb1749","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2e24cac2876fae9acef63b51a131068c0f3cd56f665a113a8e102e2231cb1749","first_computed_at":"2026-05-18T00:00:08.985007Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:00:08.985007Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zw1WIvS3zWAJBcZgjXN4Cypqi+7eq7BDMRYYHaol8wOmTT6oZeya94xSIlsozd38Ag1UIQYnye1ZzFSjMjsPAg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:00:08.985493Z","signed_message":"canonical_sha256_bytes"},"source_id":"1712.01790","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d8542fc93f0190f5722bb298d4f1434e1e89fc8b60a210be67c58ba361ee0a37","sha256:4e6d771450f87f674ad68313b2188e12189fd7d3b040104e41e286ac68298df1"],"state_sha256":"d13a8ae7d46bb0c27a278597cd23048808d2254ea392d60bdc555da914156122"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CGQrXAo63hYDVC8ea2bqbDla+xLEPbhzaZxf4f5dSf3kpfukAkjXAAByR7aNG98diCrf7fmTnXKF7dBwoL/xAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-11T04:05:30.483840Z","bundle_sha256":"43de86395d39c028fa3d7355efa5e5b69f12225dab6869aba7c96fb4bf98a346"}}