{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:B2CXTQD2SC46LWQV3CQDFKG27C","short_pith_number":"pith:B2CXTQD2","canonical_record":{"source":{"id":"2508.00116","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-31T19:11:51Z","cross_cats_sorted":[],"title_canon_sha256":"cde7cf684a5b721c059d0fadadac16bd561cfa8ee91800c273ef091ec95705e6","abstract_canon_sha256":"a54d945ed9da8d1fc3299312c3db09dd23ea053671c0abdcf6ad6aeb299967a4"},"schema_version":"1.0"},"canonical_sha256":"0e8579c07a90b9e5da15d8a032a8daf8b1054a78e70e883cae11562f1c290077","source":{"kind":"arxiv","id":"2508.00116","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.00116","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"arxiv_version","alias_value":"2508.00116v1","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.00116","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"pith_short_12","alias_value":"B2CXTQD2SC46","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"pith_short_16","alias_value":"B2CXTQD2SC46LWQV","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"pith_short_8","alias_value":"B2CXTQD2","created_at":"2026-07-05T11:46:49Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:B2CXTQD2SC46LWQV3CQDFKG27C","target":"record","payload":{"canonical_record":{"source":{"id":"2508.00116","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-31T19:11:51Z","cross_cats_sorted":[],"title_canon_sha256":"cde7cf684a5b721c059d0fadadac16bd561cfa8ee91800c273ef091ec95705e6","abstract_canon_sha256":"a54d945ed9da8d1fc3299312c3db09dd23ea053671c0abdcf6ad6aeb299967a4"},"schema_version":"1.0"},"canonical_sha256":"0e8579c07a90b9e5da15d8a032a8daf8b1054a78e70e883cae11562f1c290077","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:46:49.153007Z","signature_b64":"jOvuXmwbGeJNixEqHsZ339UMuFHQZRwsnnT4sEWYsx8bBwInZWQF+Eg5+dS+ULS8WdbgWbpA/NYbm5Wn4cEaDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0e8579c07a90b9e5da15d8a032a8daf8b1054a78e70e883cae11562f1c290077","last_reissued_at":"2026-07-05T11:46:49.152566Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:46:49.152566Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.00116","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":"2026-07-05T11:46:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"97I6E6+7N3Kwm3O1EKiF1ytqDCTVUXySEA54/Jhr90cnJULhlnjd5Q0EqVm5G5YOQ5+6+N6cxB5bA3lejlgWDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T20:46:25.505929Z"},"content_sha256":"0d392fca74308e6c0e1395b83fadf667d2e20fce62f2b73a51cb8e2c7dbd3fdd","schema_version":"1.0","event_id":"sha256:0d392fca74308e6c0e1395b83fadf667d2e20fce62f2b73a51cb8e2c7dbd3fdd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:B2CXTQD2SC46LWQV3CQDFKG27C","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"No AI Without PI! Object-Centric Process Mining as the Enabler for Generative, Predictive, and Prescriptive Artificial Intelligence","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Wil M.P. van der Aalst","submitted_at":"2025-07-31T19:11:51Z","abstract_excerpt":"The uptake of Artificial Intelligence (AI) impacts the way we work, interact, do business, and conduct research. However, organizations struggle to apply AI successfully in industrial settings where the focus is on end-to-end operational processes. Here, we consider generative, predictive, and prescriptive AI and elaborate on the challenges of diagnosing and improving such processes. We show that AI needs to be grounded using Object-Centric Process Mining (OCPM). Process-related data are structured and organization-specific and, unlike text, processes are often highly dynamic. OCPM is the miss"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.00116","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2508.00116/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":"2026-07-05T11:46:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9omVUqTU+OaeL0YOTvJvPPD5yortI5cU6jbPD++PQokrDloJj3CE91p6qwhAR108ejn5nIAMau6W8WRqXv/DAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T20:46:25.507682Z"},"content_sha256":"ac2b2bf499d3eeead9f892ca00237c76e6157b0b8fb26c96c15f12226e2dcf21","schema_version":"1.0","event_id":"sha256:ac2b2bf499d3eeead9f892ca00237c76e6157b0b8fb26c96c15f12226e2dcf21"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/B2CXTQD2SC46LWQV3CQDFKG27C/bundle.json","state_url":"https://pith.science/pith/B2CXTQD2SC46LWQV3CQDFKG27C/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/B2CXTQD2SC46LWQV3CQDFKG27C/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":"2026-08-16T20:46:25Z","links":{"resolver":"https://pith.science/pith/B2CXTQD2SC46LWQV3CQDFKG27C","bundle":"https://pith.science/pith/B2CXTQD2SC46LWQV3CQDFKG27C/bundle.json","state":"https://pith.science/pith/B2CXTQD2SC46LWQV3CQDFKG27C/state.json","well_known_bundle":"https://pith.science/.well-known/pith/B2CXTQD2SC46LWQV3CQDFKG27C/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:B2CXTQD2SC46LWQV3CQDFKG27C","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":"a54d945ed9da8d1fc3299312c3db09dd23ea053671c0abdcf6ad6aeb299967a4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-31T19:11:51Z","title_canon_sha256":"cde7cf684a5b721c059d0fadadac16bd561cfa8ee91800c273ef091ec95705e6"},"schema_version":"1.0","source":{"id":"2508.00116","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.00116","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"arxiv_version","alias_value":"2508.00116v1","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.00116","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"pith_short_12","alias_value":"B2CXTQD2SC46","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"pith_short_16","alias_value":"B2CXTQD2SC46LWQV","created_at":"2026-07-05T11:46:49Z"},{"alias_kind":"pith_short_8","alias_value":"B2CXTQD2","created_at":"2026-07-05T11:46:49Z"}],"graph_snapshots":[{"event_id":"sha256:ac2b2bf499d3eeead9f892ca00237c76e6157b0b8fb26c96c15f12226e2dcf21","target":"graph","created_at":"2026-07-05T11:46:49Z","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/2508.00116/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The uptake of Artificial Intelligence (AI) impacts the way we work, interact, do business, and conduct research. However, organizations struggle to apply AI successfully in industrial settings where the focus is on end-to-end operational processes. Here, we consider generative, predictive, and prescriptive AI and elaborate on the challenges of diagnosing and improving such processes. We show that AI needs to be grounded using Object-Centric Process Mining (OCPM). Process-related data are structured and organization-specific and, unlike text, processes are often highly dynamic. OCPM is the miss","authors_text":"Wil M.P. van der Aalst","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-31T19:11:51Z","title":"No AI Without PI! Object-Centric Process Mining as the Enabler for Generative, Predictive, and Prescriptive Artificial Intelligence"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.00116","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":"sha256:0d392fca74308e6c0e1395b83fadf667d2e20fce62f2b73a51cb8e2c7dbd3fdd","target":"record","created_at":"2026-07-05T11:46:49Z","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":"a54d945ed9da8d1fc3299312c3db09dd23ea053671c0abdcf6ad6aeb299967a4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-31T19:11:51Z","title_canon_sha256":"cde7cf684a5b721c059d0fadadac16bd561cfa8ee91800c273ef091ec95705e6"},"schema_version":"1.0","source":{"id":"2508.00116","kind":"arxiv","version":1}},"canonical_sha256":"0e8579c07a90b9e5da15d8a032a8daf8b1054a78e70e883cae11562f1c290077","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0e8579c07a90b9e5da15d8a032a8daf8b1054a78e70e883cae11562f1c290077","first_computed_at":"2026-07-05T11:46:49.152566Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:46:49.152566Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jOvuXmwbGeJNixEqHsZ339UMuFHQZRwsnnT4sEWYsx8bBwInZWQF+Eg5+dS+ULS8WdbgWbpA/NYbm5Wn4cEaDw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:46:49.153007Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.00116","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0d392fca74308e6c0e1395b83fadf667d2e20fce62f2b73a51cb8e2c7dbd3fdd","sha256:ac2b2bf499d3eeead9f892ca00237c76e6157b0b8fb26c96c15f12226e2dcf21"],"state_sha256":"2ef3a7bb039788cc9e5e8947c26ec0be15de742d53a6ab8ffeb2281628a191e9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JSmhUk9yYIEbSEFlncW4NvY/1V+ckNvCSLWjjvXTN7VhAFoqmC1zDBEOr5BhGtS1lVa6SBAiPquKCgL53//5AQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T20:46:25.517901Z","bundle_sha256":"8d71da8119c66218651bcd6f5d2a318eed2bc63047b8d38f81cf7e033d0da4d9"}}