{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:XTC2CAZXZSZ2JN6BKYH7O26W2M","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":"02f00184399242032be61af547859c3f4a032657747f72cd1f63776d01025e9a","cross_cats_sorted":["cs.AI","cs.CL","cs.CY","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-07-01T19:57:36Z","title_canon_sha256":"56871f9ce783cdc3dace34664d823f57acbc65846b1f355f95889678708a3237"},"schema_version":"1.0","source":{"id":"2407.17478","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.17478","created_at":"2026-07-05T09:04:11Z"},{"alias_kind":"arxiv_version","alias_value":"2407.17478v1","created_at":"2026-07-05T09:04:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.17478","created_at":"2026-07-05T09:04:11Z"},{"alias_kind":"pith_short_12","alias_value":"XTC2CAZXZSZ2","created_at":"2026-07-05T09:04:11Z"},{"alias_kind":"pith_short_16","alias_value":"XTC2CAZXZSZ2JN6B","created_at":"2026-07-05T09:04:11Z"},{"alias_kind":"pith_short_8","alias_value":"XTC2CAZX","created_at":"2026-07-05T09:04:11Z"}],"graph_snapshots":[{"event_id":"sha256:7bd2d0fd7a3d4326c501be6febc3caca820a6bfb215fc11fb356dad3e834e51d","target":"graph","created_at":"2026-07-05T09:04:11Z","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/2407.17478/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We investigate the potential of using Large Language Models (LLM) to support process model creation in organizational contexts. Specifically, we carry out a case study wherein we develop and test an LLM-based chatbot, PRODIGY (PROcess moDellIng Guidance for You), in a multinational company, the Hilti Group. We are particularly interested in understanding how LLM can aid (human) modellers in creating process flow diagrams. To this purpose, we first conduct a preliminary user study (n=10) with professional process modellers from Hilti, inquiring for various pain-points they encounter in their da","authors_text":"Clara Ziche, Giovanni Apruzzese","cross_cats":["cs.AI","cs.CL","cs.CY","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-07-01T19:57:36Z","title":"LLM4PM: A case study on using Large Language Models for Process Modeling in Enterprise Organizations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.17478","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":"sha256:3930c8dfe604e3ab5001d8ff3b4ec04721049c5b42f9a56d14619a3ad44a764c","target":"record","created_at":"2026-07-05T09:04:11Z","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":"02f00184399242032be61af547859c3f4a032657747f72cd1f63776d01025e9a","cross_cats_sorted":["cs.AI","cs.CL","cs.CY","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-07-01T19:57:36Z","title_canon_sha256":"56871f9ce783cdc3dace34664d823f57acbc65846b1f355f95889678708a3237"},"schema_version":"1.0","source":{"id":"2407.17478","kind":"arxiv","version":1}},"canonical_sha256":"bcc5a10337ccb3a4b7c1560ff76bd6d321cc78b2b36b4aeeaef51716d40531d9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bcc5a10337ccb3a4b7c1560ff76bd6d321cc78b2b36b4aeeaef51716d40531d9","first_computed_at":"2026-07-05T09:04:11.341079Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:04:11.341079Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"mJ81mXP0r4KUknFkRifL6bK9x0oYVAOR1zHEVkMjFEtn775eZOtAgWYNUWXEErkok1XonLxpkHE1712pz0ZkAA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:04:11.341570Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.17478","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3930c8dfe604e3ab5001d8ff3b4ec04721049c5b42f9a56d14619a3ad44a764c","sha256:7bd2d0fd7a3d4326c501be6febc3caca820a6bfb215fc11fb356dad3e834e51d"],"state_sha256":"819e99797df873de04efa90bd942913ba696ce26e38f3a82b25ef6d5514e228b"}