{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2016:XAJRGGNS36RGV325ZCBXHSUFFD","short_pith_number":"pith:XAJRGGNS","canonical_record":{"source":{"id":"1612.00071","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2016-11-30T23:07:48Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"c00adae348e29be12bc14ff97a2b551a0fafee67de91c4dc873708833f515e19","abstract_canon_sha256":"bfde894e3b65a581380e46009cabe956f92047c75191e77d8fc454b20441a807"},"schema_version":"1.0"},"canonical_sha256":"b8131319b2dfa26aef5dc88373ca8528c61631a661d5b0d0d6a4c001f40773a0","source":{"kind":"arxiv","id":"1612.00071","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1612.00071","created_at":"2026-05-18T00:47:07Z"},{"alias_kind":"arxiv_version","alias_value":"1612.00071v2","created_at":"2026-05-18T00:47:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1612.00071","created_at":"2026-05-18T00:47:07Z"},{"alias_kind":"pith_short_12","alias_value":"XAJRGGNS36RG","created_at":"2026-05-18T12:30:51Z"},{"alias_kind":"pith_short_16","alias_value":"XAJRGGNS36RGV325","created_at":"2026-05-18T12:30:51Z"},{"alias_kind":"pith_short_8","alias_value":"XAJRGGNS","created_at":"2026-05-18T12:30:51Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2016:XAJRGGNS36RGV325ZCBXHSUFFD","target":"record","payload":{"canonical_record":{"source":{"id":"1612.00071","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2016-11-30T23:07:48Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"c00adae348e29be12bc14ff97a2b551a0fafee67de91c4dc873708833f515e19","abstract_canon_sha256":"bfde894e3b65a581380e46009cabe956f92047c75191e77d8fc454b20441a807"},"schema_version":"1.0"},"canonical_sha256":"b8131319b2dfa26aef5dc88373ca8528c61631a661d5b0d0d6a4c001f40773a0","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:47:07.674763Z","signature_b64":"aPEXauiOZmyuBgYRcxWAOwj0RKr7t6tFWQoKKg5GhP7Mrb3yOKXnEDn/Ytea4Ejs3oxeKlgE+QtvITWd+IWxBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b8131319b2dfa26aef5dc88373ca8528c61631a661d5b0d0d6a4c001f40773a0","last_reissued_at":"2026-05-18T00:47:07.674168Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:47:07.674168Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1612.00071","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":"2026-05-18T00:47:07Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sUlxFhUQKc9J1cabsW2f45yh4yJ0VTR2oEsDI0riOJA7OZMzkB3aPa6T3+vTn7T/1F8WcYuo11nhI/U7i3+JDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-27T16:52:20.911668Z"},"content_sha256":"03424b7c9844b1efb7ce7ebac6d6315f1558e51814305a7e23ba7aad338ac1fe","schema_version":"1.0","event_id":"sha256:03424b7c9844b1efb7ce7ebac6d6315f1558e51814305a7e23ba7aad338ac1fe"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2016:XAJRGGNS36RGV325ZCBXHSUFFD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Phenomenological theory of collective decision-making","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SI"],"primary_cat":"physics.soc-ph","authors_text":"Anna Zafeiris, Enys Mones, Tam\\'as Vicsek, Zsombor Koman","submitted_at":"2016-11-30T23:07:48Z","abstract_excerpt":"An essential task of groups is to provide efficient solutions for the complex problems they face. Indeed, considerable efforts have been devoted to the question of collective decision-making related to problems involving a single dominant feature. Here we introduce a quantitative formalism for finding the optimal distribution of the group members' competences in the more typical case when the underlying problem is complex, i.e., multidimensional. Thus, we consider teams that are aiming at obtaining the best possible answer to a problem having a number of independent sub-problems. Our approach "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1612.00071","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":"2026-05-18T00:47:07Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"I4j3wpnvZ8fIqKw8ljIEnasEDbRISQW/mTi7lI62aDloYMtG/r4SL/DMRjdPv9a42gGqSELIqjJ2beOlG2CLAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-27T16:52:20.912299Z"},"content_sha256":"8945040504ee8ee4bfc07810d287bbe7d9ef9e1c4db858ef5c729ad066620eb0","schema_version":"1.0","event_id":"sha256:8945040504ee8ee4bfc07810d287bbe7d9ef9e1c4db858ef5c729ad066620eb0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XAJRGGNS36RGV325ZCBXHSUFFD/bundle.json","state_url":"https://pith.science/pith/XAJRGGNS36RGV325ZCBXHSUFFD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XAJRGGNS36RGV325ZCBXHSUFFD/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":"2026-05-27T16:52:20Z","links":{"resolver":"https://pith.science/pith/XAJRGGNS36RGV325ZCBXHSUFFD","bundle":"https://pith.science/pith/XAJRGGNS36RGV325ZCBXHSUFFD/bundle.json","state":"https://pith.science/pith/XAJRGGNS36RGV325ZCBXHSUFFD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XAJRGGNS36RGV325ZCBXHSUFFD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:XAJRGGNS36RGV325ZCBXHSUFFD","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":"bfde894e3b65a581380e46009cabe956f92047c75191e77d8fc454b20441a807","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2016-11-30T23:07:48Z","title_canon_sha256":"c00adae348e29be12bc14ff97a2b551a0fafee67de91c4dc873708833f515e19"},"schema_version":"1.0","source":{"id":"1612.00071","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1612.00071","created_at":"2026-05-18T00:47:07Z"},{"alias_kind":"arxiv_version","alias_value":"1612.00071v2","created_at":"2026-05-18T00:47:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1612.00071","created_at":"2026-05-18T00:47:07Z"},{"alias_kind":"pith_short_12","alias_value":"XAJRGGNS36RG","created_at":"2026-05-18T12:30:51Z"},{"alias_kind":"pith_short_16","alias_value":"XAJRGGNS36RGV325","created_at":"2026-05-18T12:30:51Z"},{"alias_kind":"pith_short_8","alias_value":"XAJRGGNS","created_at":"2026-05-18T12:30:51Z"}],"graph_snapshots":[{"event_id":"sha256:8945040504ee8ee4bfc07810d287bbe7d9ef9e1c4db858ef5c729ad066620eb0","target":"graph","created_at":"2026-05-18T00:47:07Z","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":"An essential task of groups is to provide efficient solutions for the complex problems they face. Indeed, considerable efforts have been devoted to the question of collective decision-making related to problems involving a single dominant feature. Here we introduce a quantitative formalism for finding the optimal distribution of the group members' competences in the more typical case when the underlying problem is complex, i.e., multidimensional. Thus, we consider teams that are aiming at obtaining the best possible answer to a problem having a number of independent sub-problems. Our approach ","authors_text":"Anna Zafeiris, Enys Mones, Tam\\'as Vicsek, Zsombor Koman","cross_cats":["cs.SI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2016-11-30T23:07:48Z","title":"Phenomenological theory of collective decision-making"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1612.00071","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":"sha256:03424b7c9844b1efb7ce7ebac6d6315f1558e51814305a7e23ba7aad338ac1fe","target":"record","created_at":"2026-05-18T00:47:07Z","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":"bfde894e3b65a581380e46009cabe956f92047c75191e77d8fc454b20441a807","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2016-11-30T23:07:48Z","title_canon_sha256":"c00adae348e29be12bc14ff97a2b551a0fafee67de91c4dc873708833f515e19"},"schema_version":"1.0","source":{"id":"1612.00071","kind":"arxiv","version":2}},"canonical_sha256":"b8131319b2dfa26aef5dc88373ca8528c61631a661d5b0d0d6a4c001f40773a0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b8131319b2dfa26aef5dc88373ca8528c61631a661d5b0d0d6a4c001f40773a0","first_computed_at":"2026-05-18T00:47:07.674168Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:47:07.674168Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aPEXauiOZmyuBgYRcxWAOwj0RKr7t6tFWQoKKg5GhP7Mrb3yOKXnEDn/Ytea4Ejs3oxeKlgE+QtvITWd+IWxBg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:47:07.674763Z","signed_message":"canonical_sha256_bytes"},"source_id":"1612.00071","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:03424b7c9844b1efb7ce7ebac6d6315f1558e51814305a7e23ba7aad338ac1fe","sha256:8945040504ee8ee4bfc07810d287bbe7d9ef9e1c4db858ef5c729ad066620eb0"],"state_sha256":"9b082f68799b84c5f63bc12d348184577d15df7ca2b358073bf7b477514c873b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qmRvp8cfCDbH22oQmNJcECQUyIbqAycWogS7zMVc4NTvJpLdSroJ+R/x3AfmHk9rQDh0ZiibAJ8vtyPdKhpZAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-27T16:52:20.915822Z","bundle_sha256":"72ed54caf757f477c176c57eae4631c7e5221056f6b183b5af044b12d56c0e21"}}