{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:PNFGGPJHABEVKLI2ELKYOLW4RB","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":"a175da7f053fe03d993c73e2b6143c03a75603386634e3c5e0e71a9921c94cd2","cross_cats_sorted":["math.PR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-01-27T08:57:40Z","title_canon_sha256":"57d1558fe5e7735d755cbac8a3b9e338f7848fbde26033a46b6b74efc891078f"},"schema_version":"1.0","source":{"id":"1701.08661","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1701.08661","created_at":"2026-05-18T00:48:32Z"},{"alias_kind":"arxiv_version","alias_value":"1701.08661v2","created_at":"2026-05-18T00:48:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1701.08661","created_at":"2026-05-18T00:48:32Z"},{"alias_kind":"pith_short_12","alias_value":"PNFGGPJHABEV","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_16","alias_value":"PNFGGPJHABEVKLI2","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_8","alias_value":"PNFGGPJH","created_at":"2026-05-18T12:31:37Z"}],"graph_snapshots":[{"event_id":"sha256:abd24ff8caa8c21bc014d68424bb6663ce01cc18426bcabeaa9b544f3f1caa81","target":"graph","created_at":"2026-05-18T00:48:32Z","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":"A credal network under epistemic irrelevance is a generalised type of Bayesian network that relaxes its two main building blocks. On the one hand, the local probabilities are allowed to be partially specified. On the other hand, the assessments of independence do not have to hold exactly. Conceptually, these two features turn credal networks under epistemic irrelevance into a powerful alternative to Bayesian networks, offering a more flexible approach to graph-based multivariate uncertainty modelling. However, in practice, they have long been perceived as very hard to work with, both theoretic","authors_text":"Jasper De Bock","cross_cats":["math.PR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-01-27T08:57:40Z","title":"Credal Networks under Epistemic Irrelevance"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1701.08661","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:debde227992b8194365e6d5357c02f23df5c3a31660257154fbac5175b4fd9f6","target":"record","created_at":"2026-05-18T00:48:32Z","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":"a175da7f053fe03d993c73e2b6143c03a75603386634e3c5e0e71a9921c94cd2","cross_cats_sorted":["math.PR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-01-27T08:57:40Z","title_canon_sha256":"57d1558fe5e7735d755cbac8a3b9e338f7848fbde26033a46b6b74efc891078f"},"schema_version":"1.0","source":{"id":"1701.08661","kind":"arxiv","version":2}},"canonical_sha256":"7b4a633d270049552d1a22d5872edc887a80240f37b7932008b54be8c4fb7f0c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7b4a633d270049552d1a22d5872edc887a80240f37b7932008b54be8c4fb7f0c","first_computed_at":"2026-05-18T00:48:32.398345Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:48:32.398345Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1IXe1N9orWh/HlUQA2eZFPpl+6DQz9qzQ4dRZ+HIdKasPKoIgBstC5a5j6f2Z6Vc/Kdtz3ady3wGMEjDt3mMAg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:48:32.398782Z","signed_message":"canonical_sha256_bytes"},"source_id":"1701.08661","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:debde227992b8194365e6d5357c02f23df5c3a31660257154fbac5175b4fd9f6","sha256:abd24ff8caa8c21bc014d68424bb6663ce01cc18426bcabeaa9b544f3f1caa81"],"state_sha256":"0b636b5baac09594237608c4867f1ef6730a9eaa5d30a78a0c953abc18141bde"}