{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:JQ7BKWYKYWVUNLGQLWQRSWZK3B","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":"bea0c2f67eb4862bd4814bb10762596be1bca98a06dc04d9f166173bcc6e8f30","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.IR","submitted_at":"2024-08-05T17:11:29Z","title_canon_sha256":"e90eefd6db336abd26433e83d51959c4f7377af3045f8e1b704fb21ed7d0e596"},"schema_version":"1.0","source":{"id":"2408.07705","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.07705","created_at":"2026-07-05T08:55:38Z"},{"alias_kind":"arxiv_version","alias_value":"2408.07705v1","created_at":"2026-07-05T08:55:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.07705","created_at":"2026-07-05T08:55:38Z"},{"alias_kind":"pith_short_12","alias_value":"JQ7BKWYKYWVU","created_at":"2026-07-05T08:55:38Z"},{"alias_kind":"pith_short_16","alias_value":"JQ7BKWYKYWVUNLGQ","created_at":"2026-07-05T08:55:38Z"},{"alias_kind":"pith_short_8","alias_value":"JQ7BKWYK","created_at":"2026-07-05T08:55:38Z"}],"graph_snapshots":[{"event_id":"sha256:bb3e269335c9485f6231512a93e5a74013fcb50c1ecf1fce1ea8a20138eb6faf","target":"graph","created_at":"2026-07-05T08:55:38Z","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/2408.07705/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In today's globalized economy, comprehensive supply chain visibility is crucial for effective risk management. Achieving visibility remains a significant challenge due to limited information sharing among supply chain partners. This paper presents a novel framework leveraging Knowledge Graphs (KGs) and Large Language Models (LLMs) to enhance supply chain visibility without relying on direct stakeholder information sharing. Our zero-shot, LLM-driven approach automates the extraction of supply chain information from diverse public sources and constructs KGs to capture complex interdependencies b","authors_text":"Alexandra Brintrup, Liming Xu, Sara AlMahri","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.IR","submitted_at":"2024-08-05T17:11:29Z","title":"Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.07705","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:a62ad65d74b1498a0b6e7e5732cee053242b6f43208f943f948bbc057ccc23fe","target":"record","created_at":"2026-07-05T08:55:38Z","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":"bea0c2f67eb4862bd4814bb10762596be1bca98a06dc04d9f166173bcc6e8f30","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.IR","submitted_at":"2024-08-05T17:11:29Z","title_canon_sha256":"e90eefd6db336abd26433e83d51959c4f7377af3045f8e1b704fb21ed7d0e596"},"schema_version":"1.0","source":{"id":"2408.07705","kind":"arxiv","version":1}},"canonical_sha256":"4c3e155b0ac5ab46acd05da1195b2ad864024690f3390196d51f4734cce9d86b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4c3e155b0ac5ab46acd05da1195b2ad864024690f3390196d51f4734cce9d86b","first_computed_at":"2026-07-05T08:55:38.532136Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:55:38.532136Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PTbftQ1hmuoiLfQU3tDm4sfY2aA2xHoa4cqzs+QyHm/KJ7gd+kLKZVfgb8WDti/4aaMFhfcQqKv/Twgk3mo7BQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:55:38.532631Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.07705","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a62ad65d74b1498a0b6e7e5732cee053242b6f43208f943f948bbc057ccc23fe","sha256:bb3e269335c9485f6231512a93e5a74013fcb50c1ecf1fce1ea8a20138eb6faf"],"state_sha256":"b0c47b609d670d53f99058931f4a999c888e6a7a3de8cbb2fcabbe9f05c61ab9"}