{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:XF445AL3L5DNETGXANNNGHBQRD","short_pith_number":"pith:XF445AL3","schema_version":"1.0","canonical_sha256":"b979ce817b5f46d24cd7035ad31c3088eea73bb3472cbbfc88ea3300343f8dbe","source":{"kind":"arxiv","id":"2607.05242","version":1},"attestation_state":"computed","paper":{"title":"CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.IR"],"primary_cat":"cs.LG","authors_text":"Buyu Gao, Diwei Chen, Hanyu Gao, Junxiong Zhu, Shihao Shu, Tanchao Zhu, Xiangda Yan, Yuli Qu, Yumeng Li, ZiLiang Zhang, Zuwang He","submitted_at":"2026-07-06T15:52:38Z","abstract_excerpt":"Personalized incentive allocation is vital for e-commerce, where uplift modeling is the standard for estimating Individual Treatment Effects (ITE). However, traditional models often fail in complex multi-seller environments with violations of the Stable Unit Treatment Value Assumption (SUTVA). We identify two critical challenges: Seller-level Cannibalization, where incentives shift expenditure between shops without growing the platform, and Incentive-level Cannibalization, where organic conversions or alternative rewards introduce significant noise into incrementality estimation. In this paper"},"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":"2607.05242","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-07-06T15:52:38Z","cross_cats_sorted":["cs.AI","cs.IR"],"title_canon_sha256":"be206eb12c943a6d7d2159b49aab49ae9a26ce3371043243c7b47546e9938f30","abstract_canon_sha256":"c54ac29e8fc6bf48d1a1792af3cbecf253b58a5a67e1a3c96d1a21b668b11b67"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-07T03:19:20.631613Z","signature_b64":"lFiYBsR5iR/TDAYdZkkjmA33h5IQvVZuGNICHkzWXfg5RUio5EY7sRKKHbMgsCYlAyd/v0rNFzBzvw/YatrkAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b979ce817b5f46d24cd7035ad31c3088eea73bb3472cbbfc88ea3300343f8dbe","last_reissued_at":"2026-07-07T03:19:20.630188Z","signature_status":"signed_v1","first_computed_at":"2026-07-07T03:19:20.630188Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.IR"],"primary_cat":"cs.LG","authors_text":"Buyu Gao, Diwei Chen, Hanyu Gao, Junxiong Zhu, Shihao Shu, Tanchao Zhu, Xiangda Yan, Yuli Qu, Yumeng Li, ZiLiang Zhang, Zuwang He","submitted_at":"2026-07-06T15:52:38Z","abstract_excerpt":"Personalized incentive allocation is vital for e-commerce, where uplift modeling is the standard for estimating Individual Treatment Effects (ITE). However, traditional models often fail in complex multi-seller environments with violations of the Stable Unit Treatment Value Assumption (SUTVA). We identify two critical challenges: Seller-level Cannibalization, where incentives shift expenditure between shops without growing the platform, and Incentive-level Cannibalization, where organic conversions or alternative rewards introduce significant noise into incrementality estimation. In this paper"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.05242","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/2607.05242/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":"2607.05242","created_at":"2026-07-07T03:19:20.631153+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.05242v1","created_at":"2026-07-07T03:19:20.631153+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.05242","created_at":"2026-07-07T03:19:20.631153+00:00"},{"alias_kind":"pith_short_12","alias_value":"XF445AL3L5DN","created_at":"2026-07-07T03:19:20.631153+00:00"},{"alias_kind":"pith_short_16","alias_value":"XF445AL3L5DNETGX","created_at":"2026-07-07T03:19:20.631153+00:00"},{"alias_kind":"pith_short_8","alias_value":"XF445AL3","created_at":"2026-07-07T03:19:20.631153+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/XF445AL3L5DNETGXANNNGHBQRD","json":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD.json","graph_json":"https://pith.science/api/pith-number/XF445AL3L5DNETGXANNNGHBQRD/graph.json","events_json":"https://pith.science/api/pith-number/XF445AL3L5DNETGXANNNGHBQRD/events.json","paper":"https://pith.science/paper/XF445AL3"},"agent_actions":{"view_html":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD","download_json":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD.json","view_paper":"https://pith.science/paper/XF445AL3","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.05242&json=true","fetch_graph":"https://pith.science/api/pith-number/XF445AL3L5DNETGXANNNGHBQRD/graph.json","fetch_events":"https://pith.science/api/pith-number/XF445AL3L5DNETGXANNNGHBQRD/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD/action/storage_attestation","attest_author":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD/action/author_attestation","sign_citation":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD/action/citation_signature","submit_replication":"https://pith.science/pith/XF445AL3L5DNETGXANNNGHBQRD/action/replication_record"}},"created_at":"2026-07-07T03:19:20.631153+00:00","updated_at":"2026-07-07T03:19:20.631153+00:00"}