{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2014:C2NEFIO6XYSLKC7NMOSB3T46X5","short_pith_number":"pith:C2NEFIO6","canonical_record":{"source":{"id":"1409.0636","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2014-09-02T08:53:19Z","cross_cats_sorted":["q-fin.GN","quant-ph"],"title_canon_sha256":"b4627d576c1c722e8c7ecca136ef90f91885e24023f93cec0088247841731530","abstract_canon_sha256":"0e3fbc7741b3c0687bf3300267e79ca0ff1a6ad37a5ea1806265f160353fbfb9"},"schema_version":"1.0"},"canonical_sha256":"169a42a1debe24b50bed63a41dcf9ebf693809916c5eaa8c48e4058edbc6dbd1","source":{"kind":"arxiv","id":"1409.0636","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1409.0636","created_at":"2026-05-18T02:43:46Z"},{"alias_kind":"arxiv_version","alias_value":"1409.0636v1","created_at":"2026-05-18T02:43:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1409.0636","created_at":"2026-05-18T02:43:46Z"},{"alias_kind":"pith_short_12","alias_value":"C2NEFIO6XYSL","created_at":"2026-05-18T12:28:22Z"},{"alias_kind":"pith_short_16","alias_value":"C2NEFIO6XYSLKC7N","created_at":"2026-05-18T12:28:22Z"},{"alias_kind":"pith_short_8","alias_value":"C2NEFIO6","created_at":"2026-05-18T12:28:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2014:C2NEFIO6XYSLKC7NMOSB3T46X5","target":"record","payload":{"canonical_record":{"source":{"id":"1409.0636","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2014-09-02T08:53:19Z","cross_cats_sorted":["q-fin.GN","quant-ph"],"title_canon_sha256":"b4627d576c1c722e8c7ecca136ef90f91885e24023f93cec0088247841731530","abstract_canon_sha256":"0e3fbc7741b3c0687bf3300267e79ca0ff1a6ad37a5ea1806265f160353fbfb9"},"schema_version":"1.0"},"canonical_sha256":"169a42a1debe24b50bed63a41dcf9ebf693809916c5eaa8c48e4058edbc6dbd1","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:43:46.412845Z","signature_b64":"YIJBVMLDezVnzcGekZax0UJ7tZipykuFHCuT1KuNjBHFC87hjShxsQKjbIb1q2vE7vcP/xdfjYR7DD/4CYUNBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"169a42a1debe24b50bed63a41dcf9ebf693809916c5eaa8c48e4058edbc6dbd1","last_reissued_at":"2026-05-18T02:43:46.412469Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:43:46.412469Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1409.0636","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":"2026-05-18T02:43:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UXc4pd86d1IHoxpL61S9p+4KAiLyQY/nQr5s0aMuOkDT8J44oQNhPU+gHR0Nef8wcxWI3p7eyV7sCFtD9pvaDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-02T16:52:07.794998Z"},"content_sha256":"67e532e1ee429af0eb4a6189f886862a822fa609ef52ae135a0fceee2ac1a362","schema_version":"1.0","event_id":"sha256:67e532e1ee429af0eb4a6189f886862a822fa609ef52ae135a0fceee2ac1a362"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2014:C2NEFIO6XYSLKC7NMOSB3T46X5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Manipulating decision making of typical agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["q-fin.GN","quant-ph"],"primary_cat":"physics.soc-ph","authors_text":"D. Sornette, V.I. Yukalov","submitted_at":"2014-09-02T08:53:19Z","abstract_excerpt":"We investigate how the choice of decision makers can be varied under the presence of risk and uncertainty. Our analysis is based on the approach we have previously applied to individual decision makers, which we now generalize to the case of decision makers that are members of a society. The approach employs the mathematical techniques that are common in quantum theory, justifying our naming as Quantum Decision Theory. However, we do not assume that decision makers are quantum objects. The techniques of quantum theory are needed only for defining the prospect probabilities taking into account "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1409.0636","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":"2026-05-18T02:43:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lAt//zWMp4Tzo28aQMwAlL7y6xXVnUKIzg9DmmX2+UPOdqNvWOPMbTmvsvxGW5i2k5nriZ4GItDtVs6yVcgqAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-02T16:52:07.795353Z"},"content_sha256":"dac1eb339a9e655468e1eabac2851770d524053a73107abf6315ca03c29e0c53","schema_version":"1.0","event_id":"sha256:dac1eb339a9e655468e1eabac2851770d524053a73107abf6315ca03c29e0c53"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/C2NEFIO6XYSLKC7NMOSB3T46X5/bundle.json","state_url":"https://pith.science/pith/C2NEFIO6XYSLKC7NMOSB3T46X5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/C2NEFIO6XYSLKC7NMOSB3T46X5/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":"2026-06-02T16:52:07Z","links":{"resolver":"https://pith.science/pith/C2NEFIO6XYSLKC7NMOSB3T46X5","bundle":"https://pith.science/pith/C2NEFIO6XYSLKC7NMOSB3T46X5/bundle.json","state":"https://pith.science/pith/C2NEFIO6XYSLKC7NMOSB3T46X5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/C2NEFIO6XYSLKC7NMOSB3T46X5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2014:C2NEFIO6XYSLKC7NMOSB3T46X5","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":"0e3fbc7741b3c0687bf3300267e79ca0ff1a6ad37a5ea1806265f160353fbfb9","cross_cats_sorted":["q-fin.GN","quant-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2014-09-02T08:53:19Z","title_canon_sha256":"b4627d576c1c722e8c7ecca136ef90f91885e24023f93cec0088247841731530"},"schema_version":"1.0","source":{"id":"1409.0636","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1409.0636","created_at":"2026-05-18T02:43:46Z"},{"alias_kind":"arxiv_version","alias_value":"1409.0636v1","created_at":"2026-05-18T02:43:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1409.0636","created_at":"2026-05-18T02:43:46Z"},{"alias_kind":"pith_short_12","alias_value":"C2NEFIO6XYSL","created_at":"2026-05-18T12:28:22Z"},{"alias_kind":"pith_short_16","alias_value":"C2NEFIO6XYSLKC7N","created_at":"2026-05-18T12:28:22Z"},{"alias_kind":"pith_short_8","alias_value":"C2NEFIO6","created_at":"2026-05-18T12:28:22Z"}],"graph_snapshots":[{"event_id":"sha256:dac1eb339a9e655468e1eabac2851770d524053a73107abf6315ca03c29e0c53","target":"graph","created_at":"2026-05-18T02:43:46Z","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":"We investigate how the choice of decision makers can be varied under the presence of risk and uncertainty. Our analysis is based on the approach we have previously applied to individual decision makers, which we now generalize to the case of decision makers that are members of a society. The approach employs the mathematical techniques that are common in quantum theory, justifying our naming as Quantum Decision Theory. However, we do not assume that decision makers are quantum objects. The techniques of quantum theory are needed only for defining the prospect probabilities taking into account ","authors_text":"D. Sornette, V.I. Yukalov","cross_cats":["q-fin.GN","quant-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2014-09-02T08:53:19Z","title":"Manipulating decision making of typical agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1409.0636","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":"sha256:67e532e1ee429af0eb4a6189f886862a822fa609ef52ae135a0fceee2ac1a362","target":"record","created_at":"2026-05-18T02:43:46Z","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":"0e3fbc7741b3c0687bf3300267e79ca0ff1a6ad37a5ea1806265f160353fbfb9","cross_cats_sorted":["q-fin.GN","quant-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2014-09-02T08:53:19Z","title_canon_sha256":"b4627d576c1c722e8c7ecca136ef90f91885e24023f93cec0088247841731530"},"schema_version":"1.0","source":{"id":"1409.0636","kind":"arxiv","version":1}},"canonical_sha256":"169a42a1debe24b50bed63a41dcf9ebf693809916c5eaa8c48e4058edbc6dbd1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"169a42a1debe24b50bed63a41dcf9ebf693809916c5eaa8c48e4058edbc6dbd1","first_computed_at":"2026-05-18T02:43:46.412469Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:43:46.412469Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YIJBVMLDezVnzcGekZax0UJ7tZipykuFHCuT1KuNjBHFC87hjShxsQKjbIb1q2vE7vcP/xdfjYR7DD/4CYUNBA==","signature_status":"signed_v1","signed_at":"2026-05-18T02:43:46.412845Z","signed_message":"canonical_sha256_bytes"},"source_id":"1409.0636","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:67e532e1ee429af0eb4a6189f886862a822fa609ef52ae135a0fceee2ac1a362","sha256:dac1eb339a9e655468e1eabac2851770d524053a73107abf6315ca03c29e0c53"],"state_sha256":"9368f903a8b4b221910a5f66b4522e3dfd6d34ca6466777523d1b7e2abd3f1cc"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BHavde+Y3zTC6PzGtTKS3nuhoQG0LoW+jmWSNrpiu42pGRRHac9LEWSe3uKdSbPjaPRarPagts/pwacRiYGiCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-02T16:52:07.797638Z","bundle_sha256":"900d2fe7bb656f88714b20c594145a9165a82f40c3f6dff9ee7ccd9ef75e4489"}}