{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:25QSP7HFP2D2XSTCACTKK7ILYS","short_pith_number":"pith:25QSP7HF","canonical_record":{"source":{"id":"2408.14974","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DB","submitted_at":"2024-08-27T11:29:08Z","cross_cats_sorted":[],"title_canon_sha256":"e6885a69f7d2716da4c296b8bb9c043398bf4e1416236c1b928d93b8ba9a85c0","abstract_canon_sha256":"688c724e20a38849a2abee8a63903b231a42eafe94547caeaa9aeeb1dfaed24c"},"schema_version":"1.0"},"canonical_sha256":"d76127fce57e87abca6200a6a57d0bc49f664a0256033493a0429f2091d25a81","source":{"kind":"arxiv","id":"2408.14974","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.14974","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"arxiv_version","alias_value":"2408.14974v1","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.14974","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"pith_short_12","alias_value":"25QSP7HFP2D2","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"pith_short_16","alias_value":"25QSP7HFP2D2XSTC","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"pith_short_8","alias_value":"25QSP7HF","created_at":"2026-07-05T08:59:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:25QSP7HFP2D2XSTCACTKK7ILYS","target":"record","payload":{"canonical_record":{"source":{"id":"2408.14974","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DB","submitted_at":"2024-08-27T11:29:08Z","cross_cats_sorted":[],"title_canon_sha256":"e6885a69f7d2716da4c296b8bb9c043398bf4e1416236c1b928d93b8ba9a85c0","abstract_canon_sha256":"688c724e20a38849a2abee8a63903b231a42eafe94547caeaa9aeeb1dfaed24c"},"schema_version":"1.0"},"canonical_sha256":"d76127fce57e87abca6200a6a57d0bc49f664a0256033493a0429f2091d25a81","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:59:41.599941Z","signature_b64":"duvvO7crX7PE3Qfe9L3QreohiaJSZuLOdp9D+MpPYfuPCxElqj0eZX6fFdGX3DEFHd2PAlV89hWbXQAhi2/9Aw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d76127fce57e87abca6200a6a57d0bc49f664a0256033493a0429f2091d25a81","last_reissued_at":"2026-07-05T08:59:41.599517Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:59:41.599517Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2408.14974","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":"2026-07-05T08:59:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6EwRfEAZ+yXyDJ4+JB9qQAU0IZqLgJOyzZ+vtXyHqRSgvx172uqa+5NciUPoGnsL7WFGFvHhheQfOcbGanC4DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T06:43:15.519422Z"},"content_sha256":"09387229e39bfc90241e626ad69f72e66546efc9ef74e503e49c3423d54c3752","schema_version":"1.0","event_id":"sha256:09387229e39bfc90241e626ad69f72e66546efc9ef74e503e49c3423d54c3752"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:25QSP7HFP2D2XSTCACTKK7ILYS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Finding Convincing Views to Endorse a Claim","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"(2) Hebrew University), Amir Gilad (2), Benny Kimelfeld (1) ((1) Technion - Israel Institute of Technology, Brit Youngmann (1), Shahar Zoarets (1), Shunit Agmon (1)","submitted_at":"2024-08-27T11:29:08Z","abstract_excerpt":"Recent studies investigated the challenge of assessing the strength of a given claim extracted from a dataset, particularly the claim's potential of being misleading and cherry-picked. We focus on claims that compare answers to an aggregate query posed on a view that selects tuples. The strength of a claim amounts to the question of how likely it is that the view is carefully chosen to support the claim, whereas less careful choices would lead to contradictory claims. We embark on the study of the reverse task that offers a complementary angle in the critical assessment of data-based claims: g"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.14974","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/2408.14974/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":"2026-07-05T08:59:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OLjLPbYeQdMUU9nC9w0SY41yNu2wKqpR6KHIm+HCt+jl6wiu+lh9ndWmaZx8BWrivX63YQ0x4h3QVbIcUxXjAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T06:43:15.519934Z"},"content_sha256":"2bb904dd9d4021f0c8888a5de4f7574e2024657009aaff1290dcd327e9205a9b","schema_version":"1.0","event_id":"sha256:2bb904dd9d4021f0c8888a5de4f7574e2024657009aaff1290dcd327e9205a9b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/25QSP7HFP2D2XSTCACTKK7ILYS/bundle.json","state_url":"https://pith.science/pith/25QSP7HFP2D2XSTCACTKK7ILYS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/25QSP7HFP2D2XSTCACTKK7ILYS/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":"2026-08-06T06:43:15Z","links":{"resolver":"https://pith.science/pith/25QSP7HFP2D2XSTCACTKK7ILYS","bundle":"https://pith.science/pith/25QSP7HFP2D2XSTCACTKK7ILYS/bundle.json","state":"https://pith.science/pith/25QSP7HFP2D2XSTCACTKK7ILYS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/25QSP7HFP2D2XSTCACTKK7ILYS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:25QSP7HFP2D2XSTCACTKK7ILYS","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":"688c724e20a38849a2abee8a63903b231a42eafe94547caeaa9aeeb1dfaed24c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DB","submitted_at":"2024-08-27T11:29:08Z","title_canon_sha256":"e6885a69f7d2716da4c296b8bb9c043398bf4e1416236c1b928d93b8ba9a85c0"},"schema_version":"1.0","source":{"id":"2408.14974","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.14974","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"arxiv_version","alias_value":"2408.14974v1","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.14974","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"pith_short_12","alias_value":"25QSP7HFP2D2","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"pith_short_16","alias_value":"25QSP7HFP2D2XSTC","created_at":"2026-07-05T08:59:41Z"},{"alias_kind":"pith_short_8","alias_value":"25QSP7HF","created_at":"2026-07-05T08:59:41Z"}],"graph_snapshots":[{"event_id":"sha256:2bb904dd9d4021f0c8888a5de4f7574e2024657009aaff1290dcd327e9205a9b","target":"graph","created_at":"2026-07-05T08:59:41Z","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/2408.14974/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent studies investigated the challenge of assessing the strength of a given claim extracted from a dataset, particularly the claim's potential of being misleading and cherry-picked. We focus on claims that compare answers to an aggregate query posed on a view that selects tuples. The strength of a claim amounts to the question of how likely it is that the view is carefully chosen to support the claim, whereas less careful choices would lead to contradictory claims. We embark on the study of the reverse task that offers a complementary angle in the critical assessment of data-based claims: g","authors_text":"(2) Hebrew University), Amir Gilad (2), Benny Kimelfeld (1) ((1) Technion - Israel Institute of Technology, Brit Youngmann (1), Shahar Zoarets (1), Shunit Agmon (1)","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DB","submitted_at":"2024-08-27T11:29:08Z","title":"Finding Convincing Views to Endorse a Claim"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.14974","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":"sha256:09387229e39bfc90241e626ad69f72e66546efc9ef74e503e49c3423d54c3752","target":"record","created_at":"2026-07-05T08:59:41Z","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":"688c724e20a38849a2abee8a63903b231a42eafe94547caeaa9aeeb1dfaed24c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DB","submitted_at":"2024-08-27T11:29:08Z","title_canon_sha256":"e6885a69f7d2716da4c296b8bb9c043398bf4e1416236c1b928d93b8ba9a85c0"},"schema_version":"1.0","source":{"id":"2408.14974","kind":"arxiv","version":1}},"canonical_sha256":"d76127fce57e87abca6200a6a57d0bc49f664a0256033493a0429f2091d25a81","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d76127fce57e87abca6200a6a57d0bc49f664a0256033493a0429f2091d25a81","first_computed_at":"2026-07-05T08:59:41.599517Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:59:41.599517Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"duvvO7crX7PE3Qfe9L3QreohiaJSZuLOdp9D+MpPYfuPCxElqj0eZX6fFdGX3DEFHd2PAlV89hWbXQAhi2/9Aw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:59:41.599941Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.14974","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:09387229e39bfc90241e626ad69f72e66546efc9ef74e503e49c3423d54c3752","sha256:2bb904dd9d4021f0c8888a5de4f7574e2024657009aaff1290dcd327e9205a9b"],"state_sha256":"aa645d76cd98fd438b77951033aaa8062d4dae0a8e002ff326e66cf255dd0f6e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rzYmVT++4bn77mQ0K9FBVriaNSmeNca57297NKtQzkqsg0nJeiIcU93y0nRV8+7m9snZ607nTeLBMmMNdBNECw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T06:43:15.523610Z","bundle_sha256":"8db26d3efd84111614ce534e7539d35d4eaa91cafaaf3fe6d66f53bc6042db1c"}}