{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2015:2ZV4S5SUQIGJ63PN2V7K25OXS5","short_pith_number":"pith:2ZV4S5SU","canonical_record":{"source":{"id":"1512.05013","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-12-15T23:57:23Z","cross_cats_sorted":["cs.SI","nlin.AO"],"title_canon_sha256":"c6ddb4bdd909477da1c47a891efdf95d99c236af58e52c3285f6c85b266dfc04","abstract_canon_sha256":"6d888f0da2766ed91fa2c6ef256f0564f23a792d4bbf1795c77fc61a468dc21f"},"schema_version":"1.0"},"canonical_sha256":"d66bc97654820c9f6dedd57ead75d7975802684378b6b14d1334a916cb379b43","source":{"kind":"arxiv","id":"1512.05013","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1512.05013","created_at":"2026-05-18T01:11:31Z"},{"alias_kind":"arxiv_version","alias_value":"1512.05013v2","created_at":"2026-05-18T01:11:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1512.05013","created_at":"2026-05-18T01:11:31Z"},{"alias_kind":"pith_short_12","alias_value":"2ZV4S5SUQIGJ","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_16","alias_value":"2ZV4S5SUQIGJ63PN","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_8","alias_value":"2ZV4S5SU","created_at":"2026-05-18T12:29:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2015:2ZV4S5SUQIGJ63PN2V7K25OXS5","target":"record","payload":{"canonical_record":{"source":{"id":"1512.05013","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-12-15T23:57:23Z","cross_cats_sorted":["cs.SI","nlin.AO"],"title_canon_sha256":"c6ddb4bdd909477da1c47a891efdf95d99c236af58e52c3285f6c85b266dfc04","abstract_canon_sha256":"6d888f0da2766ed91fa2c6ef256f0564f23a792d4bbf1795c77fc61a468dc21f"},"schema_version":"1.0"},"canonical_sha256":"d66bc97654820c9f6dedd57ead75d7975802684378b6b14d1334a916cb379b43","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:11:31.892291Z","signature_b64":"Nipkggl/ZpHu8PVcW+XyU/3aOAflEtNce7Dibhdb+gnL+5HAhypD0QFY+e0gFRbq17BVqv0cH4v7rB3+vnsCDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d66bc97654820c9f6dedd57ead75d7975802684378b6b14d1334a916cb379b43","last_reissued_at":"2026-05-18T01:11:31.891949Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:11:31.891949Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1512.05013","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T01:11:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JBg1wXDIz01S+FGge88pMfWoDhN+yDQUshW8r12xNI5h6I1MxuVCibKIPFlkcd2zANBnjeEwKYDOCwGv6FbNBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T03:50:26.820645Z"},"content_sha256":"1e79c04bdbc05e5a81df7a121d2c3d54defbe5a62cda19275908b52680957801","schema_version":"1.0","event_id":"sha256:1e79c04bdbc05e5a81df7a121d2c3d54defbe5a62cda19275908b52680957801"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2015:2ZV4S5SUQIGJ63PN2V7K25OXS5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Clustered marginalization of minorities during social transitions induced by co-evolution of behaviour and network structure","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SI","nlin.AO"],"primary_cat":"physics.soc-ph","authors_text":"Anders Levermann, Carl-Friedrich Schleussner, Denis A. Engemann, Jonathan F. Donges","submitted_at":"2015-12-15T23:57:23Z","abstract_excerpt":"Large-scale transitions in societies are associated with both individual behavioural change and restructuring of the social network. These two factors have often been considered independently, yet recent advances in social network research challenge this view. Here we show that common features of societal marginalization and clustering emerge naturally during transitions in a co-evolutionary adaptive network model. This is achieved by explicitly considering the interplay between individual interaction and a dynamic network structure in behavioural selection. We exemplify this mechanism by simu"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1512.05013","kind":"arxiv","version":2},"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":"2026-05-18T01:11:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PwZtU4aZap8sOa4IxlVGZ7QXv5VVfpB6m3KoQ9XlAsZ/xTD6DXzrK+Cze+QB+g64JElQEDpTjHYrsvzprBQ9AQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T03:50:26.820995Z"},"content_sha256":"14f3470693169d9e4626017d0399e6377330eca26d101938776b8e7fb1c6c0ca","schema_version":"1.0","event_id":"sha256:14f3470693169d9e4626017d0399e6377330eca26d101938776b8e7fb1c6c0ca"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2ZV4S5SUQIGJ63PN2V7K25OXS5/bundle.json","state_url":"https://pith.science/pith/2ZV4S5SUQIGJ63PN2V7K25OXS5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2ZV4S5SUQIGJ63PN2V7K25OXS5/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":"2026-06-03T03:50:26Z","links":{"resolver":"https://pith.science/pith/2ZV4S5SUQIGJ63PN2V7K25OXS5","bundle":"https://pith.science/pith/2ZV4S5SUQIGJ63PN2V7K25OXS5/bundle.json","state":"https://pith.science/pith/2ZV4S5SUQIGJ63PN2V7K25OXS5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2ZV4S5SUQIGJ63PN2V7K25OXS5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:2ZV4S5SUQIGJ63PN2V7K25OXS5","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":"6d888f0da2766ed91fa2c6ef256f0564f23a792d4bbf1795c77fc61a468dc21f","cross_cats_sorted":["cs.SI","nlin.AO"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-12-15T23:57:23Z","title_canon_sha256":"c6ddb4bdd909477da1c47a891efdf95d99c236af58e52c3285f6c85b266dfc04"},"schema_version":"1.0","source":{"id":"1512.05013","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1512.05013","created_at":"2026-05-18T01:11:31Z"},{"alias_kind":"arxiv_version","alias_value":"1512.05013v2","created_at":"2026-05-18T01:11:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1512.05013","created_at":"2026-05-18T01:11:31Z"},{"alias_kind":"pith_short_12","alias_value":"2ZV4S5SUQIGJ","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_16","alias_value":"2ZV4S5SUQIGJ63PN","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_8","alias_value":"2ZV4S5SU","created_at":"2026-05-18T12:29:02Z"}],"graph_snapshots":[{"event_id":"sha256:14f3470693169d9e4626017d0399e6377330eca26d101938776b8e7fb1c6c0ca","target":"graph","created_at":"2026-05-18T01:11:31Z","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":"Large-scale transitions in societies are associated with both individual behavioural change and restructuring of the social network. These two factors have often been considered independently, yet recent advances in social network research challenge this view. Here we show that common features of societal marginalization and clustering emerge naturally during transitions in a co-evolutionary adaptive network model. This is achieved by explicitly considering the interplay between individual interaction and a dynamic network structure in behavioural selection. We exemplify this mechanism by simu","authors_text":"Anders Levermann, Carl-Friedrich Schleussner, Denis A. Engemann, Jonathan F. Donges","cross_cats":["cs.SI","nlin.AO"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-12-15T23:57:23Z","title":"Clustered marginalization of minorities during social transitions induced by co-evolution of behaviour and network structure"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1512.05013","kind":"arxiv","version":2},"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":"sha256:1e79c04bdbc05e5a81df7a121d2c3d54defbe5a62cda19275908b52680957801","target":"record","created_at":"2026-05-18T01:11:31Z","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":"6d888f0da2766ed91fa2c6ef256f0564f23a792d4bbf1795c77fc61a468dc21f","cross_cats_sorted":["cs.SI","nlin.AO"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2015-12-15T23:57:23Z","title_canon_sha256":"c6ddb4bdd909477da1c47a891efdf95d99c236af58e52c3285f6c85b266dfc04"},"schema_version":"1.0","source":{"id":"1512.05013","kind":"arxiv","version":2}},"canonical_sha256":"d66bc97654820c9f6dedd57ead75d7975802684378b6b14d1334a916cb379b43","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d66bc97654820c9f6dedd57ead75d7975802684378b6b14d1334a916cb379b43","first_computed_at":"2026-05-18T01:11:31.891949Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:11:31.891949Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Nipkggl/ZpHu8PVcW+XyU/3aOAflEtNce7Dibhdb+gnL+5HAhypD0QFY+e0gFRbq17BVqv0cH4v7rB3+vnsCDQ==","signature_status":"signed_v1","signed_at":"2026-05-18T01:11:31.892291Z","signed_message":"canonical_sha256_bytes"},"source_id":"1512.05013","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1e79c04bdbc05e5a81df7a121d2c3d54defbe5a62cda19275908b52680957801","sha256:14f3470693169d9e4626017d0399e6377330eca26d101938776b8e7fb1c6c0ca"],"state_sha256":"ee50be54fee0972d23b62bf51fce921636c3b3ab46f45f527a8144faa067be72"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f/ixweYUOj5hx63f7gpoclRiWkky3o+w8k5wQFp1gTLGG0yeGzLdC4KNMKiUQbyDcSnO/SKgevfpImbgSeQ1Bw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T03:50:26.822938Z","bundle_sha256":"79b771c4404a31b6dfe31f32d6ac32092dc7e62fc10dd947f9b9606814b95499"}}