{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2013:PUX7O7QRM6GJZYWXKAW4AA6IQV","short_pith_number":"pith:PUX7O7QR","canonical_record":{"source":{"id":"1304.1146","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-27T14:00:40Z","cross_cats_sorted":[],"title_canon_sha256":"a14e18cc1cae1d1fe5c3be56e45101b9eca3de8e9e3c51cd0cdacacdc9137785","abstract_canon_sha256":"1ee5bbeda643e1b4fff4e15d072fa50496de829aa48d40f82717e4a628ef8a8b"},"schema_version":"1.0"},"canonical_sha256":"7d2ff77e11678c9ce2d7502dc003c8857a407d2019e50620e5cb23714f39b2a1","source":{"kind":"arxiv","id":"1304.1146","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1304.1146","created_at":"2026-05-18T03:29:04Z"},{"alias_kind":"arxiv_version","alias_value":"1304.1146v1","created_at":"2026-05-18T03:29:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1304.1146","created_at":"2026-05-18T03:29:04Z"},{"alias_kind":"pith_short_12","alias_value":"PUX7O7QRM6GJ","created_at":"2026-05-18T12:27:57Z"},{"alias_kind":"pith_short_16","alias_value":"PUX7O7QRM6GJZYWX","created_at":"2026-05-18T12:27:57Z"},{"alias_kind":"pith_short_8","alias_value":"PUX7O7QR","created_at":"2026-05-18T12:27:57Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2013:PUX7O7QRM6GJZYWXKAW4AA6IQV","target":"record","payload":{"canonical_record":{"source":{"id":"1304.1146","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-27T14:00:40Z","cross_cats_sorted":[],"title_canon_sha256":"a14e18cc1cae1d1fe5c3be56e45101b9eca3de8e9e3c51cd0cdacacdc9137785","abstract_canon_sha256":"1ee5bbeda643e1b4fff4e15d072fa50496de829aa48d40f82717e4a628ef8a8b"},"schema_version":"1.0"},"canonical_sha256":"7d2ff77e11678c9ce2d7502dc003c8857a407d2019e50620e5cb23714f39b2a1","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:29:04.371270Z","signature_b64":"KcJ3Mf5Mq3AefYOYEtweIkcyhcNf9utwDQ1ayMfa8mN9NMKTqjR/T7iQ7T2b0su2UhxcmIDWvGrGQqdl0tHoDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7d2ff77e11678c9ce2d7502dc003c8857a407d2019e50620e5cb23714f39b2a1","last_reissued_at":"2026-05-18T03:29:04.370716Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:29:04.370716Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1304.1146","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":"2026-05-18T03:29:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Heic/AZegrNYZZgSIWtjFHtMipRYAL71QgNWaa5k58gd9KKUiQambtiQVddyb3zdKyndq7E8uOenaUHhd81qAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T09:44:56.268801Z"},"content_sha256":"b107dff30d5ea51a84573d7e9623fa4e40bcdb613651b8953a009ce881b42ba7","schema_version":"1.0","event_id":"sha256:b107dff30d5ea51a84573d7e9623fa4e40bcdb613651b8953a009ce881b42ba7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2013:PUX7O7QRM6GJZYWXKAW4AA6IQV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Analysis in HUGIN of Data Conflict","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Bo Chamberlain, Finn Verner Jensen, Frank Jensen, Torsten Nordahl","submitted_at":"2013-03-27T14:00:40Z","abstract_excerpt":"After a brief introduction to causal probabilistic networks and the HUGIN approach, the problem of conflicting data is discussed.  A measure of conflict is defined, and it is used in the medical diagnostic system MUNIN.  Finally, it is discussed how to distinguish between conflicting data and a rare case."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1304.1146","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":"2026-05-18T03:29:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FJU4NVBaPC3p7tA8GRR1jKSn0Sp0mS01T3M3/vXm4ETMcoOppNx7vKWXFElv/xp/eUjPPcLukG6qN0Ucf0+hDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T09:44:56.269149Z"},"content_sha256":"a3333e074b7caa9bceb21657f8c35ede75b9729dfbc6ee713ce6c5fb87b3925b","schema_version":"1.0","event_id":"sha256:a3333e074b7caa9bceb21657f8c35ede75b9729dfbc6ee713ce6c5fb87b3925b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/PUX7O7QRM6GJZYWXKAW4AA6IQV/bundle.json","state_url":"https://pith.science/pith/PUX7O7QRM6GJZYWXKAW4AA6IQV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/PUX7O7QRM6GJZYWXKAW4AA6IQV/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":"2026-06-01T09:44:56Z","links":{"resolver":"https://pith.science/pith/PUX7O7QRM6GJZYWXKAW4AA6IQV","bundle":"https://pith.science/pith/PUX7O7QRM6GJZYWXKAW4AA6IQV/bundle.json","state":"https://pith.science/pith/PUX7O7QRM6GJZYWXKAW4AA6IQV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/PUX7O7QRM6GJZYWXKAW4AA6IQV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:PUX7O7QRM6GJZYWXKAW4AA6IQV","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":"1ee5bbeda643e1b4fff4e15d072fa50496de829aa48d40f82717e4a628ef8a8b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-27T14:00:40Z","title_canon_sha256":"a14e18cc1cae1d1fe5c3be56e45101b9eca3de8e9e3c51cd0cdacacdc9137785"},"schema_version":"1.0","source":{"id":"1304.1146","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1304.1146","created_at":"2026-05-18T03:29:04Z"},{"alias_kind":"arxiv_version","alias_value":"1304.1146v1","created_at":"2026-05-18T03:29:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1304.1146","created_at":"2026-05-18T03:29:04Z"},{"alias_kind":"pith_short_12","alias_value":"PUX7O7QRM6GJ","created_at":"2026-05-18T12:27:57Z"},{"alias_kind":"pith_short_16","alias_value":"PUX7O7QRM6GJZYWX","created_at":"2026-05-18T12:27:57Z"},{"alias_kind":"pith_short_8","alias_value":"PUX7O7QR","created_at":"2026-05-18T12:27:57Z"}],"graph_snapshots":[{"event_id":"sha256:a3333e074b7caa9bceb21657f8c35ede75b9729dfbc6ee713ce6c5fb87b3925b","target":"graph","created_at":"2026-05-18T03:29:04Z","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":"After a brief introduction to causal probabilistic networks and the HUGIN approach, the problem of conflicting data is discussed.  A measure of conflict is defined, and it is used in the medical diagnostic system MUNIN.  Finally, it is discussed how to distinguish between conflicting data and a rare case.","authors_text":"Bo Chamberlain, Finn Verner Jensen, Frank Jensen, Torsten Nordahl","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-27T14:00:40Z","title":"Analysis in HUGIN of Data Conflict"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1304.1146","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:b107dff30d5ea51a84573d7e9623fa4e40bcdb613651b8953a009ce881b42ba7","target":"record","created_at":"2026-05-18T03:29:04Z","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":"1ee5bbeda643e1b4fff4e15d072fa50496de829aa48d40f82717e4a628ef8a8b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-27T14:00:40Z","title_canon_sha256":"a14e18cc1cae1d1fe5c3be56e45101b9eca3de8e9e3c51cd0cdacacdc9137785"},"schema_version":"1.0","source":{"id":"1304.1146","kind":"arxiv","version":1}},"canonical_sha256":"7d2ff77e11678c9ce2d7502dc003c8857a407d2019e50620e5cb23714f39b2a1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7d2ff77e11678c9ce2d7502dc003c8857a407d2019e50620e5cb23714f39b2a1","first_computed_at":"2026-05-18T03:29:04.370716Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:29:04.370716Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KcJ3Mf5Mq3AefYOYEtweIkcyhcNf9utwDQ1ayMfa8mN9NMKTqjR/T7iQ7T2b0su2UhxcmIDWvGrGQqdl0tHoDg==","signature_status":"signed_v1","signed_at":"2026-05-18T03:29:04.371270Z","signed_message":"canonical_sha256_bytes"},"source_id":"1304.1146","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b107dff30d5ea51a84573d7e9623fa4e40bcdb613651b8953a009ce881b42ba7","sha256:a3333e074b7caa9bceb21657f8c35ede75b9729dfbc6ee713ce6c5fb87b3925b"],"state_sha256":"59e86eac5349ff693bdf2a86d925f87a3d521d4989c54bc4d24ca86244d1d501"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/zJpj/sNC+pVsnhAryLyHfkYVyhJztF9qTJWjgjeXvszsK+yI1u2v/VBTt7mHta3C0jK/5dmZUn5SasCd3mPCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-01T09:44:56.271091Z","bundle_sha256":"2571ea61e74ffe202715af0f9b0cd6ef9a9557e1a4078fa4e55eb302922c7984"}}