{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:JAXZXY7EAVAJODGJXZ7ZZLIWJW","short_pith_number":"pith:JAXZXY7E","canonical_record":{"source":{"id":"2501.03413","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-06T22:20:02Z","cross_cats_sorted":["cs.AI","cs.DB"],"title_canon_sha256":"052b721a42ec4372f36150193290201277ca5b5731e026c8cdae3404a05d03f9","abstract_canon_sha256":"b726ad153b7af8a9168e9ee1d0855a6b22f7cfa798e81718a6e5a616a0dbfce7"},"schema_version":"1.0"},"canonical_sha256":"482f9be3e40540970cc9be7f9cad164d96c6ef06a6a1f941843a613145e4262d","source":{"kind":"arxiv","id":"2501.03413","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.03413","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"arxiv_version","alias_value":"2501.03413v1","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.03413","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"pith_short_12","alias_value":"JAXZXY7EAVAJ","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"pith_short_16","alias_value":"JAXZXY7EAVAJODGJ","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"pith_short_8","alias_value":"JAXZXY7E","created_at":"2026-07-05T09:57:54Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:JAXZXY7EAVAJODGJXZ7ZZLIWJW","target":"record","payload":{"canonical_record":{"source":{"id":"2501.03413","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-06T22:20:02Z","cross_cats_sorted":["cs.AI","cs.DB"],"title_canon_sha256":"052b721a42ec4372f36150193290201277ca5b5731e026c8cdae3404a05d03f9","abstract_canon_sha256":"b726ad153b7af8a9168e9ee1d0855a6b22f7cfa798e81718a6e5a616a0dbfce7"},"schema_version":"1.0"},"canonical_sha256":"482f9be3e40540970cc9be7f9cad164d96c6ef06a6a1f941843a613145e4262d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:57:54.397064Z","signature_b64":"09bLHHmzB4/x+sL69hs7KDrHkRXCbJXWZMthwItCLPbE2pXllPAHc0HjLCrrOiGgXiKWJfEowPnq7BD8SkXCBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"482f9be3e40540970cc9be7f9cad164d96c6ef06a6a1f941843a613145e4262d","last_reissued_at":"2026-07-05T09:57:54.396584Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:57:54.396584Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.03413","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":"2026-07-05T09:57:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xGMZY3aOMA0Sncq25VK1BGtHz6YB6v90idN0gBFS3qVt3j5dZf3dJrWRqYuzSHsigeKYaTOmgJtLJtuUljQrCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T10:31:12.915337Z"},"content_sha256":"ea3d6c0a55e9d2446b04e7edc62995657d11eccabfc5f0599664fad7025952a1","schema_version":"1.0","event_id":"sha256:ea3d6c0a55e9d2446b04e7edc62995657d11eccabfc5f0599664fad7025952a1"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:JAXZXY7EAVAJODGJXZ7ZZLIWJW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SALT: Sales Autocompletion Linked Business Tables Dataset","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.DB"],"primary_cat":"cs.LG","authors_text":"Andre Sres, Clemens Biehl, Johannes Hoffart, Jonas Kolk, Margarida Costa, Tassilo Klein","submitted_at":"2025-01-06T22:20:02Z","abstract_excerpt":"Foundation models, particularly those that incorporate Transformer architectures, have demonstrated exceptional performance in domains such as natural language processing and image processing. Adapting these models to structured data, like tables, however, introduces significant challenges. These difficulties are even more pronounced when addressing multi-table data linked via foreign key, which is prevalent in the enterprise realm and crucial for empowering business use cases. Despite its substantial impact, research focusing on such linked business tables within enterprise settings remains a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.03413","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/2501.03413/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":"2026-07-05T09:57:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZoAjEthMWOC2yHc2CuDYvaImeTVrHxbMpk3HVIEoC5CoY2Vo7qjZzU3lRGX0k5GwRO8SBeQIdSwtZkEJt7IQAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T10:31:12.916222Z"},"content_sha256":"baca0ddecd16e9d1e355904c4167e87116045e9f8aa3c98538cdf5d125c8d83f","schema_version":"1.0","event_id":"sha256:baca0ddecd16e9d1e355904c4167e87116045e9f8aa3c98538cdf5d125c8d83f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/JAXZXY7EAVAJODGJXZ7ZZLIWJW/bundle.json","state_url":"https://pith.science/pith/JAXZXY7EAVAJODGJXZ7ZZLIWJW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/JAXZXY7EAVAJODGJXZ7ZZLIWJW/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":"2026-08-14T10:31:12Z","links":{"resolver":"https://pith.science/pith/JAXZXY7EAVAJODGJXZ7ZZLIWJW","bundle":"https://pith.science/pith/JAXZXY7EAVAJODGJXZ7ZZLIWJW/bundle.json","state":"https://pith.science/pith/JAXZXY7EAVAJODGJXZ7ZZLIWJW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/JAXZXY7EAVAJODGJXZ7ZZLIWJW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:JAXZXY7EAVAJODGJXZ7ZZLIWJW","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":"b726ad153b7af8a9168e9ee1d0855a6b22f7cfa798e81718a6e5a616a0dbfce7","cross_cats_sorted":["cs.AI","cs.DB"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-06T22:20:02Z","title_canon_sha256":"052b721a42ec4372f36150193290201277ca5b5731e026c8cdae3404a05d03f9"},"schema_version":"1.0","source":{"id":"2501.03413","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.03413","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"arxiv_version","alias_value":"2501.03413v1","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.03413","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"pith_short_12","alias_value":"JAXZXY7EAVAJ","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"pith_short_16","alias_value":"JAXZXY7EAVAJODGJ","created_at":"2026-07-05T09:57:54Z"},{"alias_kind":"pith_short_8","alias_value":"JAXZXY7E","created_at":"2026-07-05T09:57:54Z"}],"graph_snapshots":[{"event_id":"sha256:baca0ddecd16e9d1e355904c4167e87116045e9f8aa3c98538cdf5d125c8d83f","target":"graph","created_at":"2026-07-05T09:57:54Z","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/2501.03413/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Foundation models, particularly those that incorporate Transformer architectures, have demonstrated exceptional performance in domains such as natural language processing and image processing. Adapting these models to structured data, like tables, however, introduces significant challenges. These difficulties are even more pronounced when addressing multi-table data linked via foreign key, which is prevalent in the enterprise realm and crucial for empowering business use cases. Despite its substantial impact, research focusing on such linked business tables within enterprise settings remains a","authors_text":"Andre Sres, Clemens Biehl, Johannes Hoffart, Jonas Kolk, Margarida Costa, Tassilo Klein","cross_cats":["cs.AI","cs.DB"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-06T22:20:02Z","title":"SALT: Sales Autocompletion Linked Business Tables Dataset"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.03413","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:ea3d6c0a55e9d2446b04e7edc62995657d11eccabfc5f0599664fad7025952a1","target":"record","created_at":"2026-07-05T09:57:54Z","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":"b726ad153b7af8a9168e9ee1d0855a6b22f7cfa798e81718a6e5a616a0dbfce7","cross_cats_sorted":["cs.AI","cs.DB"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-06T22:20:02Z","title_canon_sha256":"052b721a42ec4372f36150193290201277ca5b5731e026c8cdae3404a05d03f9"},"schema_version":"1.0","source":{"id":"2501.03413","kind":"arxiv","version":1}},"canonical_sha256":"482f9be3e40540970cc9be7f9cad164d96c6ef06a6a1f941843a613145e4262d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"482f9be3e40540970cc9be7f9cad164d96c6ef06a6a1f941843a613145e4262d","first_computed_at":"2026-07-05T09:57:54.396584Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:57:54.396584Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"09bLHHmzB4/x+sL69hs7KDrHkRXCbJXWZMthwItCLPbE2pXllPAHc0HjLCrrOiGgXiKWJfEowPnq7BD8SkXCBw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:57:54.397064Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.03413","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ea3d6c0a55e9d2446b04e7edc62995657d11eccabfc5f0599664fad7025952a1","sha256:baca0ddecd16e9d1e355904c4167e87116045e9f8aa3c98538cdf5d125c8d83f"],"state_sha256":"3a7b6ba91f35856344fee1e84e9460866d94f0061cb5eda215f57633d211d77b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+fLUd0w5nddQonN2PCIjpVf32weJ+shhfBOgznANI6wTMEaMyvnIN/5iu6BAHhah7EWyV30bYgLdpLTA7+UFAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-14T10:31:12.923250Z","bundle_sha256":"769a253cbf6502163ff57c43a8fed6880694737835ff5fc112e6270813c21ca2"}}