{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:GNXCKFD6KQ2EVQ67YZCBUDRUW6","short_pith_number":"pith:GNXCKFD6","canonical_record":{"source":{"id":"2209.04309","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-09-09T14:07:37Z","cross_cats_sorted":[],"title_canon_sha256":"79b53dd2ceab3e8db41a394e78288028e3ae746c77899ada80a453af717a834c","abstract_canon_sha256":"9963980ed5bb665f320b2b4407ccbe61d47384d04cd5817ccda0fe73e2f6a565"},"schema_version":"1.0"},"canonical_sha256":"336e25147e54344ac3dfc6441a0e34b7aaec0a6258eab2a7fdfceaadc5903b1a","source":{"kind":"arxiv","id":"2209.04309","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2209.04309","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"arxiv_version","alias_value":"2209.04309v2","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2209.04309","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"pith_short_12","alias_value":"GNXCKFD6KQ2E","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"pith_short_16","alias_value":"GNXCKFD6KQ2EVQ67","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"pith_short_8","alias_value":"GNXCKFD6","created_at":"2026-07-05T05:56:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:GNXCKFD6KQ2EVQ67YZCBUDRUW6","target":"record","payload":{"canonical_record":{"source":{"id":"2209.04309","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-09-09T14:07:37Z","cross_cats_sorted":[],"title_canon_sha256":"79b53dd2ceab3e8db41a394e78288028e3ae746c77899ada80a453af717a834c","abstract_canon_sha256":"9963980ed5bb665f320b2b4407ccbe61d47384d04cd5817ccda0fe73e2f6a565"},"schema_version":"1.0"},"canonical_sha256":"336e25147e54344ac3dfc6441a0e34b7aaec0a6258eab2a7fdfceaadc5903b1a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:56:27.698732Z","signature_b64":"yVzP9R1X5P4ba7MVK/TGjK8ayucs83CAGLgZGKjXs/wY4f6NCeWRs1EubsPV38egugcTIKEG8LMba+JHiiI2AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"336e25147e54344ac3dfc6441a0e34b7aaec0a6258eab2a7fdfceaadc5903b1a","last_reissued_at":"2026-07-05T05:56:27.698275Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:56:27.698275Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2209.04309","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":"2026-07-05T05:56:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AtcSBlh5KCh+O1+MMWZsWLMZpkDS50/fFu2Lh6ZQ/YR86evzFQYV8if6eSO/ODJDLjzdsV4eO9gaX2IPbj2tCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:45:46.274925Z"},"content_sha256":"85b4d0095073e0c31dc682931736772b02bc56a30581420000834430619cf50a","schema_version":"1.0","event_id":"sha256:85b4d0095073e0c31dc682931736772b02bc56a30581420000834430619cf50a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:GNXCKFD6KQ2EVQ67YZCBUDRUW6","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Alignment-based conformance checking over probabilistic events","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Jacques D. Fleuriot, Jiawei Zheng, Petros Papapanagiotou","submitted_at":"2022-09-09T14:07:37Z","abstract_excerpt":"Conformance checking techniques allow us to evaluate how well some exhibited behaviour, represented by a trace of monitored events, conforms to a specified process model. Modern monitoring and activity recognition technologies, such as those relying on sensors, the IoT, statistics and AI, can produce a wealth of relevant event data. However, this data is typically characterised by noise and uncertainty, in contrast to the assumption of a deterministic event log required by conformance checking algorithms. In this paper, we extend alignment-based conformance checking to function under a probabi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2209.04309","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2209.04309/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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":"2026-07-05T05:56:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XYcbXgc5JSaA1I+ZduMqGW5GKJCmwXXTpLifP/qFC9zFW317XpmF/KV+knT8lq+QtCmkQPbEcl7K8JrU53WcDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:45:46.275301Z"},"content_sha256":"4974a940c07412773761d5edc9b073cc8d74a190f3e9a002eca6980ebf395878","schema_version":"1.0","event_id":"sha256:4974a940c07412773761d5edc9b073cc8d74a190f3e9a002eca6980ebf395878"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/GNXCKFD6KQ2EVQ67YZCBUDRUW6/bundle.json","state_url":"https://pith.science/pith/GNXCKFD6KQ2EVQ67YZCBUDRUW6/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/GNXCKFD6KQ2EVQ67YZCBUDRUW6/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":"2026-08-03T19:45:46Z","links":{"resolver":"https://pith.science/pith/GNXCKFD6KQ2EVQ67YZCBUDRUW6","bundle":"https://pith.science/pith/GNXCKFD6KQ2EVQ67YZCBUDRUW6/bundle.json","state":"https://pith.science/pith/GNXCKFD6KQ2EVQ67YZCBUDRUW6/state.json","well_known_bundle":"https://pith.science/.well-known/pith/GNXCKFD6KQ2EVQ67YZCBUDRUW6/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:GNXCKFD6KQ2EVQ67YZCBUDRUW6","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":"9963980ed5bb665f320b2b4407ccbe61d47384d04cd5817ccda0fe73e2f6a565","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-09-09T14:07:37Z","title_canon_sha256":"79b53dd2ceab3e8db41a394e78288028e3ae746c77899ada80a453af717a834c"},"schema_version":"1.0","source":{"id":"2209.04309","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2209.04309","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"arxiv_version","alias_value":"2209.04309v2","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2209.04309","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"pith_short_12","alias_value":"GNXCKFD6KQ2E","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"pith_short_16","alias_value":"GNXCKFD6KQ2EVQ67","created_at":"2026-07-05T05:56:27Z"},{"alias_kind":"pith_short_8","alias_value":"GNXCKFD6","created_at":"2026-07-05T05:56:27Z"}],"graph_snapshots":[{"event_id":"sha256:4974a940c07412773761d5edc9b073cc8d74a190f3e9a002eca6980ebf395878","target":"graph","created_at":"2026-07-05T05:56:27Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2209.04309/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Conformance checking techniques allow us to evaluate how well some exhibited behaviour, represented by a trace of monitored events, conforms to a specified process model. Modern monitoring and activity recognition technologies, such as those relying on sensors, the IoT, statistics and AI, can produce a wealth of relevant event data. However, this data is typically characterised by noise and uncertainty, in contrast to the assumption of a deterministic event log required by conformance checking algorithms. In this paper, we extend alignment-based conformance checking to function under a probabi","authors_text":"Jacques D. Fleuriot, Jiawei Zheng, Petros Papapanagiotou","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-09-09T14:07:37Z","title":"Alignment-based conformance checking over probabilistic events"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2209.04309","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":"sha256:85b4d0095073e0c31dc682931736772b02bc56a30581420000834430619cf50a","target":"record","created_at":"2026-07-05T05:56:27Z","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":"9963980ed5bb665f320b2b4407ccbe61d47384d04cd5817ccda0fe73e2f6a565","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-09-09T14:07:37Z","title_canon_sha256":"79b53dd2ceab3e8db41a394e78288028e3ae746c77899ada80a453af717a834c"},"schema_version":"1.0","source":{"id":"2209.04309","kind":"arxiv","version":2}},"canonical_sha256":"336e25147e54344ac3dfc6441a0e34b7aaec0a6258eab2a7fdfceaadc5903b1a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"336e25147e54344ac3dfc6441a0e34b7aaec0a6258eab2a7fdfceaadc5903b1a","first_computed_at":"2026-07-05T05:56:27.698275Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:56:27.698275Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yVzP9R1X5P4ba7MVK/TGjK8ayucs83CAGLgZGKjXs/wY4f6NCeWRs1EubsPV38egugcTIKEG8LMba+JHiiI2AQ==","signature_status":"signed_v1","signed_at":"2026-07-05T05:56:27.698732Z","signed_message":"canonical_sha256_bytes"},"source_id":"2209.04309","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:85b4d0095073e0c31dc682931736772b02bc56a30581420000834430619cf50a","sha256:4974a940c07412773761d5edc9b073cc8d74a190f3e9a002eca6980ebf395878"],"state_sha256":"1796ccf8096720ef22fd453b2caf1abf22f91cec25631e4ab2f181f0c5e7be5b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BF7199CIlONZsb5kyDx3WeAt2D8UlVeiIOLd+TtGM+LwMNSJEU1PhEotijCIZNmzD/HDoyWgxcEK9P97XeVlBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T19:45:46.277956Z","bundle_sha256":"3e6edf745d4ddccbab04e48ccbd0ebec68f5d4c125d59403abbeb2d387cf9881"}}