{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:FLZHROYC2OCZUBQI4ORDHQFDCL","short_pith_number":"pith:FLZHROYC","schema_version":"1.0","canonical_sha256":"2af278bb02d3859a0608e3a233c0a312dc919936fd5017512c0aecd322e3a8f9","source":{"kind":"arxiv","id":"2406.05107","version":1},"attestation_state":"computed","paper":{"title":"LINX: A Language Driven Generative System for Goal-Oriented Automated Data Exploration","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Amit Somech, Oz Zafar, Tavor Lipman, Tomer Wolfson, Tova Milo","submitted_at":"2024-06-07T17:37:05Z","abstract_excerpt":"Data exploration is a challenging process in which users examine a dataset by iteratively employing a series of queries. While in some cases the user explores a new dataset to become familiar with it, more often, the exploration process is conducted with a specific analysis goal or question in mind. To assist users in exploring a new dataset, Automated Data Exploration (ADE) systems have been devised in previous work. These systems aim to auto-generate a full exploration session, containing a sequence of queries that showcase interesting elements of the data. However, existing ADE systems are "},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2406.05107","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DB","submitted_at":"2024-06-07T17:37:05Z","cross_cats_sorted":[],"title_canon_sha256":"f2061a1405dc3c6916af1b687142420478868568a4acdff863ae198204b6794c","abstract_canon_sha256":"aa2aa7f1d250c66e06802995d455ed4e374f2cd51b99ee6fea7f20de05c5eb61"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:28:54.508472Z","signature_b64":"6ARUy0YSP5/Lgn8fiGNPJJKbig6o65lWesCqcl7rLLcyzZI47LPxYdd/J84rs1czVc0lSKwetJVSbZPx/HT3Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2af278bb02d3859a0608e3a233c0a312dc919936fd5017512c0aecd322e3a8f9","last_reissued_at":"2026-07-05T08:28:54.508018Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:28:54.508018Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"LINX: A Language Driven Generative System for Goal-Oriented Automated Data Exploration","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Amit Somech, Oz Zafar, Tavor Lipman, Tomer Wolfson, Tova Milo","submitted_at":"2024-06-07T17:37:05Z","abstract_excerpt":"Data exploration is a challenging process in which users examine a dataset by iteratively employing a series of queries. While in some cases the user explores a new dataset to become familiar with it, more often, the exploration process is conducted with a specific analysis goal or question in mind. To assist users in exploring a new dataset, Automated Data Exploration (ADE) systems have been devised in previous work. These systems aim to auto-generate a full exploration session, containing a sequence of queries that showcase interesting elements of the data. However, existing ADE systems are "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.05107","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/2406.05107/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2406.05107","created_at":"2026-07-05T08:28:54.508076+00:00"},{"alias_kind":"arxiv_version","alias_value":"2406.05107v1","created_at":"2026-07-05T08:28:54.508076+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.05107","created_at":"2026-07-05T08:28:54.508076+00:00"},{"alias_kind":"pith_short_12","alias_value":"FLZHROYC2OCZ","created_at":"2026-07-05T08:28:54.508076+00:00"},{"alias_kind":"pith_short_16","alias_value":"FLZHROYC2OCZUBQI","created_at":"2026-07-05T08:28:54.508076+00:00"},{"alias_kind":"pith_short_8","alias_value":"FLZHROYC","created_at":"2026-07-05T08:28:54.508076+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL","json":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL.json","graph_json":"https://pith.science/api/pith-number/FLZHROYC2OCZUBQI4ORDHQFDCL/graph.json","events_json":"https://pith.science/api/pith-number/FLZHROYC2OCZUBQI4ORDHQFDCL/events.json","paper":"https://pith.science/paper/FLZHROYC"},"agent_actions":{"view_html":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL","download_json":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL.json","view_paper":"https://pith.science/paper/FLZHROYC","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2406.05107&json=true","fetch_graph":"https://pith.science/api/pith-number/FLZHROYC2OCZUBQI4ORDHQFDCL/graph.json","fetch_events":"https://pith.science/api/pith-number/FLZHROYC2OCZUBQI4ORDHQFDCL/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL/action/timestamp_anchor","attest_storage":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL/action/storage_attestation","attest_author":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL/action/author_attestation","sign_citation":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL/action/citation_signature","submit_replication":"https://pith.science/pith/FLZHROYC2OCZUBQI4ORDHQFDCL/action/replication_record"}},"created_at":"2026-07-05T08:28:54.508076+00:00","updated_at":"2026-07-05T08:28:54.508076+00:00"}