{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:2COHYAI6RHE7YXYO7ZIOEBYORP","short_pith_number":"pith:2COHYAI6","canonical_record":{"source":{"id":"2505.22299","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-28T12:37:09Z","cross_cats_sorted":[],"title_canon_sha256":"cf91c2c650c3681c8ec1d6b882b3fd7372f1309b12fc1a9ab1527022946c27be","abstract_canon_sha256":"0ca51b898b3573f45f1220907bbafdd28dcaa61c718e602d54562b3a9e7b1cdb"},"schema_version":"1.0"},"canonical_sha256":"d09c7c011e89c9fc5f0efe50e2070e8bd0623b3d58f89333f113e670c7153403","source":{"kind":"arxiv","id":"2505.22299","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.22299","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"arxiv_version","alias_value":"2505.22299v2","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.22299","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"pith_short_12","alias_value":"2COHYAI6RHE7","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"pith_short_16","alias_value":"2COHYAI6RHE7YXYO","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"pith_short_8","alias_value":"2COHYAI6","created_at":"2026-07-05T11:11:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:2COHYAI6RHE7YXYO7ZIOEBYORP","target":"record","payload":{"canonical_record":{"source":{"id":"2505.22299","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-28T12:37:09Z","cross_cats_sorted":[],"title_canon_sha256":"cf91c2c650c3681c8ec1d6b882b3fd7372f1309b12fc1a9ab1527022946c27be","abstract_canon_sha256":"0ca51b898b3573f45f1220907bbafdd28dcaa61c718e602d54562b3a9e7b1cdb"},"schema_version":"1.0"},"canonical_sha256":"d09c7c011e89c9fc5f0efe50e2070e8bd0623b3d58f89333f113e670c7153403","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:11:47.886426Z","signature_b64":"R4Igput9X9IJeCWBP9mzO1l5L0nHZKAmCAtr2c3zyjWyLKWtRw/rcYK3yK6gQN0KPNx3fGj7T+Um7V3Hk4uCBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d09c7c011e89c9fc5f0efe50e2070e8bd0623b3d58f89333f113e670c7153403","last_reissued_at":"2026-07-05T11:11:47.885848Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:11:47.885848Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.22299","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:11:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IDcPZZyzScFJOLCWQVtEi1e93ReveBmDwzr13hd0h1ZD2y3pt9a14NQ7ic6ueKP89ayIJ/sn3SJmqL9aFxKvDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T21:33:15.810499Z"},"content_sha256":"387e50d9d468527df30953ac4a019013171b82ec41e7988cfae4c2fdf091ebaa","schema_version":"1.0","event_id":"sha256:387e50d9d468527df30953ac4a019013171b82ec41e7988cfae4c2fdf091ebaa"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:2COHYAI6RHE7YXYO7ZIOEBYORP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Deqing Yang, Ganlin Xu, Jiaqing Liang, Wangyi Mei, Weijia Lu, Xiaodong Zhang, Xiaofeng Ma, Yanghua Xiao, Zhifei Yang, Zhoujia Zhang","submitted_at":"2025-05-28T12:37:09Z","abstract_excerpt":"Information retrieval plays a crucial role in resource localization. Current dense retrievers retrieve the relevant documents within a corpus via embedding similarities, which compute similarities between dense vectors mainly depending on word co-occurrence between queries and documents, but overlook the real query intents.\n  Thus, they often retrieve numerous irrelevant documents. Particularly in the scenarios of complex queries such as \\emph{negative-constraint queries}, their retrieval performance could be catastrophic. To address the issue, we propose a neuro-symbolic information retrieval"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.22299","kind":"arxiv","version":2},"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/2505.22299/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":"2026-07-05T11:11:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dasgqohNydvq8k/DNLxUfXcnw07pqzbn2PaczF4RMKClKhrKB+dsD34lhUwDkk16H1R126tu75q6prP09hjdAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T21:33:15.811499Z"},"content_sha256":"7ef420cc69411526c666d9c835e39e89e3563e200c8cd135d0632ee4a9e32489","schema_version":"1.0","event_id":"sha256:7ef420cc69411526c666d9c835e39e89e3563e200c8cd135d0632ee4a9e32489"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2COHYAI6RHE7YXYO7ZIOEBYORP/bundle.json","state_url":"https://pith.science/pith/2COHYAI6RHE7YXYO7ZIOEBYORP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2COHYAI6RHE7YXYO7ZIOEBYORP/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":"2026-08-08T21:33:15Z","links":{"resolver":"https://pith.science/pith/2COHYAI6RHE7YXYO7ZIOEBYORP","bundle":"https://pith.science/pith/2COHYAI6RHE7YXYO7ZIOEBYORP/bundle.json","state":"https://pith.science/pith/2COHYAI6RHE7YXYO7ZIOEBYORP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2COHYAI6RHE7YXYO7ZIOEBYORP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:2COHYAI6RHE7YXYO7ZIOEBYORP","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":"0ca51b898b3573f45f1220907bbafdd28dcaa61c718e602d54562b3a9e7b1cdb","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-28T12:37:09Z","title_canon_sha256":"cf91c2c650c3681c8ec1d6b882b3fd7372f1309b12fc1a9ab1527022946c27be"},"schema_version":"1.0","source":{"id":"2505.22299","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.22299","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"arxiv_version","alias_value":"2505.22299v2","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.22299","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"pith_short_12","alias_value":"2COHYAI6RHE7","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"pith_short_16","alias_value":"2COHYAI6RHE7YXYO","created_at":"2026-07-05T11:11:47Z"},{"alias_kind":"pith_short_8","alias_value":"2COHYAI6","created_at":"2026-07-05T11:11:47Z"}],"graph_snapshots":[{"event_id":"sha256:7ef420cc69411526c666d9c835e39e89e3563e200c8cd135d0632ee4a9e32489","target":"graph","created_at":"2026-07-05T11:11:47Z","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/2505.22299/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Information retrieval plays a crucial role in resource localization. Current dense retrievers retrieve the relevant documents within a corpus via embedding similarities, which compute similarities between dense vectors mainly depending on word co-occurrence between queries and documents, but overlook the real query intents.\n  Thus, they often retrieve numerous irrelevant documents. Particularly in the scenarios of complex queries such as \\emph{negative-constraint queries}, their retrieval performance could be catastrophic. To address the issue, we propose a neuro-symbolic information retrieval","authors_text":"Deqing Yang, Ganlin Xu, Jiaqing Liang, Wangyi Mei, Weijia Lu, Xiaodong Zhang, Xiaofeng Ma, Yanghua Xiao, Zhifei Yang, Zhoujia Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-28T12:37:09Z","title":"Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.22299","kind":"arxiv","version":2},"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":"sha256:387e50d9d468527df30953ac4a019013171b82ec41e7988cfae4c2fdf091ebaa","target":"record","created_at":"2026-07-05T11:11:47Z","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":"0ca51b898b3573f45f1220907bbafdd28dcaa61c718e602d54562b3a9e7b1cdb","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-28T12:37:09Z","title_canon_sha256":"cf91c2c650c3681c8ec1d6b882b3fd7372f1309b12fc1a9ab1527022946c27be"},"schema_version":"1.0","source":{"id":"2505.22299","kind":"arxiv","version":2}},"canonical_sha256":"d09c7c011e89c9fc5f0efe50e2070e8bd0623b3d58f89333f113e670c7153403","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d09c7c011e89c9fc5f0efe50e2070e8bd0623b3d58f89333f113e670c7153403","first_computed_at":"2026-07-05T11:11:47.885848Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:11:47.885848Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"R4Igput9X9IJeCWBP9mzO1l5L0nHZKAmCAtr2c3zyjWyLKWtRw/rcYK3yK6gQN0KPNx3fGj7T+Um7V3Hk4uCBg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:11:47.886426Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.22299","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:387e50d9d468527df30953ac4a019013171b82ec41e7988cfae4c2fdf091ebaa","sha256:7ef420cc69411526c666d9c835e39e89e3563e200c8cd135d0632ee4a9e32489"],"state_sha256":"2c653b09eb3cb0daa413bd912c67daf791af463fb8b52581ffde7f5fa3d70e4e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IROfgx51kaBxKbaCNsu3IfdD/y3WDKqmJxMjKL1fsfFbl3ZIzhYT084jNbogbp6Bm53Ou26hwtwB9vG2b5xXAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T21:33:15.817582Z","bundle_sha256":"b196d65555f439087f1e0eb5b4b69b5d8535dc121ba35d8c23965c30ac663f9e"}}