{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:VCC5DMASBSPD24U4DU76RZNW67","short_pith_number":"pith:VCC5DMAS","canonical_record":{"source":{"id":"2605.17994","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-18T07:50:15Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"51381d14a2717b4e3976d27c4e4e799ec256fe5d60061133032026d3b54e83ae","abstract_canon_sha256":"f712628f91dbc396f6c3cbb838fd7180e0fd8f997d078d6ea097fdc8eb5e0aa9"},"schema_version":"1.0"},"canonical_sha256":"a885d1b0120c9e3d729c1d3fe8e5b6f7f6546de3ffb22a9efc73a5ecef74ba28","source":{"kind":"arxiv","id":"2605.17994","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.17994","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"arxiv_version","alias_value":"2605.17994v1","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.17994","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"pith_short_12","alias_value":"VCC5DMASBSPD","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"pith_short_16","alias_value":"VCC5DMASBSPD24U4","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"pith_short_8","alias_value":"VCC5DMAS","created_at":"2026-05-20T00:05:10Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:VCC5DMASBSPD24U4DU76RZNW67","target":"record","payload":{"canonical_record":{"source":{"id":"2605.17994","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-18T07:50:15Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"51381d14a2717b4e3976d27c4e4e799ec256fe5d60061133032026d3b54e83ae","abstract_canon_sha256":"f712628f91dbc396f6c3cbb838fd7180e0fd8f997d078d6ea097fdc8eb5e0aa9"},"schema_version":"1.0"},"canonical_sha256":"a885d1b0120c9e3d729c1d3fe8e5b6f7f6546de3ffb22a9efc73a5ecef74ba28","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T00:05:10.109185Z","signature_b64":"PcTDxjThIh+VX1qV2OM3VEJORWMMq7bgQoPPa+DZ8TjtStdkCiXFp8PmHEyvIr8VmO5TF6rTuyIwzCGtbv7SAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a885d1b0120c9e3d729c1d3fe8e5b6f7f6546de3ffb22a9efc73a5ecef74ba28","last_reissued_at":"2026-05-20T00:05:10.108301Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T00:05:10.108301Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.17994","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":"2026-05-20T00:05:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"F9BvhaaRftW4BBU8LsCU1GaRTPgBbuqYQNTespq8G/te5AUzJ5bl4oHvEGqa93tKOwJVlm5qE3Me7GtdaOOVBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-20T09:50:32.365630Z"},"content_sha256":"ad59e5dfbb21378313c1f16f5dc2d958a6b77e70b724275f9b836b909ee5f520","schema_version":"1.0","event_id":"sha256:ad59e5dfbb21378313c1f16f5dc2d958a6b77e70b724275f9b836b909ee5f520"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:VCC5DMASBSPD24U4DU76RZNW67","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce Search","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.IR","authors_text":"Fei Xiao, Qiang Liu, YiDan Liang, Yifan Wang, Yixuan Wang","submitted_at":"2026-05-18T07:50:15Z","abstract_excerpt":"New item growth is critical for maintaining a healthy ecosystem in large-scale e-commerce platforms. However, existing systems tend to prioritize presenting users with already popular items, a phenomenon often referred to as the \"Matthew effect\". In the context of search retrieval, current cold-start models suffer from the misalignment between training objectives and online business metrics, and they lack effective mechanisms to measure an item's growth potential. In this paper, we propose a Multi-Value-Aware retrieval framework tailored for e-commerce search, designed to better align with the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.17994","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/2605.17994/integrity.json","findings":[],"available":true,"detectors_run":[{"name":"ai_meta_artifact","ran_at":"2026-05-19T23:33:35.549187Z","status":"skipped","version":"1.0.0","findings_count":0}],"snapshot_sha256":"43f8af62659fc0b6cbd581865f371b1a3f0f50055a4cd543c83dadf3790f3b20"},"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":"2026-05-20T00:05:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oz79W5YRU9tA/WPXgm0XXHMa0HMdGffiYUH9h5I8ecVsDNQtgAb+Zss82zxnHJZRHOli0CcV32oI1uc06qVlDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-20T09:50:32.366024Z"},"content_sha256":"6f51a2b1c7d7e86cfa075e634c00c9ba6790a6c524db9f8b0165ac51d4d3aa15","schema_version":"1.0","event_id":"sha256:6f51a2b1c7d7e86cfa075e634c00c9ba6790a6c524db9f8b0165ac51d4d3aa15"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/VCC5DMASBSPD24U4DU76RZNW67/bundle.json","state_url":"https://pith.science/pith/VCC5DMASBSPD24U4DU76RZNW67/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/VCC5DMASBSPD24U4DU76RZNW67/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":"2026-05-20T09:50:32Z","links":{"resolver":"https://pith.science/pith/VCC5DMASBSPD24U4DU76RZNW67","bundle":"https://pith.science/pith/VCC5DMASBSPD24U4DU76RZNW67/bundle.json","state":"https://pith.science/pith/VCC5DMASBSPD24U4DU76RZNW67/state.json","well_known_bundle":"https://pith.science/.well-known/pith/VCC5DMASBSPD24U4DU76RZNW67/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VCC5DMASBSPD24U4DU76RZNW67","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":"f712628f91dbc396f6c3cbb838fd7180e0fd8f997d078d6ea097fdc8eb5e0aa9","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-18T07:50:15Z","title_canon_sha256":"51381d14a2717b4e3976d27c4e4e799ec256fe5d60061133032026d3b54e83ae"},"schema_version":"1.0","source":{"id":"2605.17994","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.17994","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"arxiv_version","alias_value":"2605.17994v1","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.17994","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"pith_short_12","alias_value":"VCC5DMASBSPD","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"pith_short_16","alias_value":"VCC5DMASBSPD24U4","created_at":"2026-05-20T00:05:10Z"},{"alias_kind":"pith_short_8","alias_value":"VCC5DMAS","created_at":"2026-05-20T00:05:10Z"}],"graph_snapshots":[{"event_id":"sha256:6f51a2b1c7d7e86cfa075e634c00c9ba6790a6c524db9f8b0165ac51d4d3aa15","target":"graph","created_at":"2026-05-20T00:05:10Z","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":[{"findings_count":0,"name":"ai_meta_artifact","ran_at":"2026-05-19T23:33:35.549187Z","status":"skipped","version":"1.0.0"}],"endpoint":"/pith/2605.17994/integrity.json","findings":[],"snapshot_sha256":"43f8af62659fc0b6cbd581865f371b1a3f0f50055a4cd543c83dadf3790f3b20","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"New item growth is critical for maintaining a healthy ecosystem in large-scale e-commerce platforms. However, existing systems tend to prioritize presenting users with already popular items, a phenomenon often referred to as the \"Matthew effect\". In the context of search retrieval, current cold-start models suffer from the misalignment between training objectives and online business metrics, and they lack effective mechanisms to measure an item's growth potential. In this paper, we propose a Multi-Value-Aware retrieval framework tailored for e-commerce search, designed to better align with the","authors_text":"Fei Xiao, Qiang Liu, YiDan Liang, Yifan Wang, Yixuan Wang","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-18T07:50:15Z","title":"Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce Search"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.17994","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:ad59e5dfbb21378313c1f16f5dc2d958a6b77e70b724275f9b836b909ee5f520","target":"record","created_at":"2026-05-20T00:05:10Z","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":"f712628f91dbc396f6c3cbb838fd7180e0fd8f997d078d6ea097fdc8eb5e0aa9","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-18T07:50:15Z","title_canon_sha256":"51381d14a2717b4e3976d27c4e4e799ec256fe5d60061133032026d3b54e83ae"},"schema_version":"1.0","source":{"id":"2605.17994","kind":"arxiv","version":1}},"canonical_sha256":"a885d1b0120c9e3d729c1d3fe8e5b6f7f6546de3ffb22a9efc73a5ecef74ba28","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a885d1b0120c9e3d729c1d3fe8e5b6f7f6546de3ffb22a9efc73a5ecef74ba28","first_computed_at":"2026-05-20T00:05:10.108301Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T00:05:10.108301Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PcTDxjThIh+VX1qV2OM3VEJORWMMq7bgQoPPa+DZ8TjtStdkCiXFp8PmHEyvIr8VmO5TF6rTuyIwzCGtbv7SAg==","signature_status":"signed_v1","signed_at":"2026-05-20T00:05:10.109185Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.17994","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ad59e5dfbb21378313c1f16f5dc2d958a6b77e70b724275f9b836b909ee5f520","sha256:6f51a2b1c7d7e86cfa075e634c00c9ba6790a6c524db9f8b0165ac51d4d3aa15"],"state_sha256":"c52abff495eaac5c6ab9f28b342d9368abefbc73c9e5e9d6ced9357b87f88f7a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Hlc3O4IEyZejIewrEsvSbyQfMgslC0cy2WjK6tya6pTE5inHusvizXiF9pBG++Dhd9GA1DML5r7TJUkDk+3sDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-20T09:50:32.368357Z","bundle_sha256":"006b9df68c9c7f45e729142aaf119c25b933039e5ba58a8a427e83dc90c082bb"}}