{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:6ROQFBNYLOXBOCOJ5PCGHCSLPO","short_pith_number":"pith:6ROQFBNY","canonical_record":{"source":{"id":"2505.17549","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-23T06:55:02Z","cross_cats_sorted":[],"title_canon_sha256":"a4b8f5aa27f631c57350ce608ec2808ad34e20b99c684fc64bee84624b5e17b4","abstract_canon_sha256":"7bea06792c3f1931b187ee46c6db88295a3e3d0a388fd87a1479f350aff11fe4"},"schema_version":"1.0"},"canonical_sha256":"f45d0285b85bae1709c9ebc4638a4b7b95c98ae0d352aeec767c0812d7e159bf","source":{"kind":"arxiv","id":"2505.17549","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.17549","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"arxiv_version","alias_value":"2505.17549v3","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.17549","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"pith_short_12","alias_value":"6ROQFBNYLOXB","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"pith_short_16","alias_value":"6ROQFBNYLOXBOCOJ","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"pith_short_8","alias_value":"6ROQFBNY","created_at":"2026-07-05T11:13:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:6ROQFBNYLOXBOCOJ5PCGHCSLPO","target":"record","payload":{"canonical_record":{"source":{"id":"2505.17549","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-23T06:55:02Z","cross_cats_sorted":[],"title_canon_sha256":"a4b8f5aa27f631c57350ce608ec2808ad34e20b99c684fc64bee84624b5e17b4","abstract_canon_sha256":"7bea06792c3f1931b187ee46c6db88295a3e3d0a388fd87a1479f350aff11fe4"},"schema_version":"1.0"},"canonical_sha256":"f45d0285b85bae1709c9ebc4638a4b7b95c98ae0d352aeec767c0812d7e159bf","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:13:26.440431Z","signature_b64":"FQzNvJ7ss++uKjzFyze+y0N4YBAriXsptqSZe4BJ2ePCnCuTTK98otC8tbfGA7wvQlSBG4+ISh/jyUvtGDyyBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f45d0285b85bae1709c9ebc4638a4b7b95c98ae0d352aeec767c0812d7e159bf","last_reissued_at":"2026-07-05T11:13:26.439992Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:13:26.439992Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.17549","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:13:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xRLuZrnLJmouEfvb18luZ7uGDofAbOJT5RramUPqFHAWt5W0PIS5C3N1dLfHDTnNW8kSbNb2PyHAhTGw/xLYCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T22:30:21.711288Z"},"content_sha256":"373884fcf5bacbb6d665d909329aa0e538265bd90da706ca1aaf81bddb01b1e9","schema_version":"1.0","event_id":"sha256:373884fcf5bacbb6d665d909329aa0e538265bd90da706ca1aaf81bddb01b1e9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:6ROQFBNYLOXBOCOJ5PCGHCSLPO","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"EGA-V2: An End-to-end Generative Framework for Industrial Advertising","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Fan Yang, Jiangke Fan, Teng Zhang, Xingxing Wang, Yongkang Wang, Ze Wang, Zuowu Zheng","submitted_at":"2025-05-23T06:55:02Z","abstract_excerpt":"Traditional online industrial advertising systems suffer from the limitations of multi-stage cascaded architectures, which often discard high-potential candidates prematurely and distribute decision logic across disconnected modules. While recent generative recommendation approaches provide end-to-end solutions, they fail to address critical advertising requirements of key components for real-world deployment, such as explicit bidding, creative selection, ad allocation, and payment computation. To bridge this gap, we introduce End-to-End Generative Advertising (EGA-V2), the first unified frame"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.17549","kind":"arxiv","version":3},"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/2505.17549/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":"2026-07-05T11:13:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"eNRhndhP2W3qvt54dHIdNXKtU0qPzZ79IfmM5sK7UNiGH2sitTBmWP2jhFFNgZ7Ue+XWqbpvFvgC/W26UPH9BQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T22:30:21.711977Z"},"content_sha256":"f17ba9ca641a313f6116b4b31c2e63a4e9b7166a5663aa0bb5fbecc91de82800","schema_version":"1.0","event_id":"sha256:f17ba9ca641a313f6116b4b31c2e63a4e9b7166a5663aa0bb5fbecc91de82800"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6ROQFBNYLOXBOCOJ5PCGHCSLPO/bundle.json","state_url":"https://pith.science/pith/6ROQFBNYLOXBOCOJ5PCGHCSLPO/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6ROQFBNYLOXBOCOJ5PCGHCSLPO/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":"2026-08-05T22:30:21Z","links":{"resolver":"https://pith.science/pith/6ROQFBNYLOXBOCOJ5PCGHCSLPO","bundle":"https://pith.science/pith/6ROQFBNYLOXBOCOJ5PCGHCSLPO/bundle.json","state":"https://pith.science/pith/6ROQFBNYLOXBOCOJ5PCGHCSLPO/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6ROQFBNYLOXBOCOJ5PCGHCSLPO/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:6ROQFBNYLOXBOCOJ5PCGHCSLPO","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":"7bea06792c3f1931b187ee46c6db88295a3e3d0a388fd87a1479f350aff11fe4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-23T06:55:02Z","title_canon_sha256":"a4b8f5aa27f631c57350ce608ec2808ad34e20b99c684fc64bee84624b5e17b4"},"schema_version":"1.0","source":{"id":"2505.17549","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.17549","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"arxiv_version","alias_value":"2505.17549v3","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.17549","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"pith_short_12","alias_value":"6ROQFBNYLOXB","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"pith_short_16","alias_value":"6ROQFBNYLOXBOCOJ","created_at":"2026-07-05T11:13:26Z"},{"alias_kind":"pith_short_8","alias_value":"6ROQFBNY","created_at":"2026-07-05T11:13:26Z"}],"graph_snapshots":[{"event_id":"sha256:f17ba9ca641a313f6116b4b31c2e63a4e9b7166a5663aa0bb5fbecc91de82800","target":"graph","created_at":"2026-07-05T11:13:26Z","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/2505.17549/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Traditional online industrial advertising systems suffer from the limitations of multi-stage cascaded architectures, which often discard high-potential candidates prematurely and distribute decision logic across disconnected modules. While recent generative recommendation approaches provide end-to-end solutions, they fail to address critical advertising requirements of key components for real-world deployment, such as explicit bidding, creative selection, ad allocation, and payment computation. To bridge this gap, we introduce End-to-End Generative Advertising (EGA-V2), the first unified frame","authors_text":"Fan Yang, Jiangke Fan, Teng Zhang, Xingxing Wang, Yongkang Wang, Ze Wang, Zuowu Zheng","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-23T06:55:02Z","title":"EGA-V2: An End-to-end Generative Framework for Industrial Advertising"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.17549","kind":"arxiv","version":3},"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":"sha256:373884fcf5bacbb6d665d909329aa0e538265bd90da706ca1aaf81bddb01b1e9","target":"record","created_at":"2026-07-05T11:13:26Z","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":"7bea06792c3f1931b187ee46c6db88295a3e3d0a388fd87a1479f350aff11fe4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-05-23T06:55:02Z","title_canon_sha256":"a4b8f5aa27f631c57350ce608ec2808ad34e20b99c684fc64bee84624b5e17b4"},"schema_version":"1.0","source":{"id":"2505.17549","kind":"arxiv","version":3}},"canonical_sha256":"f45d0285b85bae1709c9ebc4638a4b7b95c98ae0d352aeec767c0812d7e159bf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f45d0285b85bae1709c9ebc4638a4b7b95c98ae0d352aeec767c0812d7e159bf","first_computed_at":"2026-07-05T11:13:26.439992Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:13:26.439992Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FQzNvJ7ss++uKjzFyze+y0N4YBAriXsptqSZe4BJ2ePCnCuTTK98otC8tbfGA7wvQlSBG4+ISh/jyUvtGDyyBg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:13:26.440431Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.17549","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:373884fcf5bacbb6d665d909329aa0e538265bd90da706ca1aaf81bddb01b1e9","sha256:f17ba9ca641a313f6116b4b31c2e63a4e9b7166a5663aa0bb5fbecc91de82800"],"state_sha256":"5d572cc20d8c15e9eb6d30093c372d5a92a0c79bddf4929e6de91b9e1e1d675f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"j+P/XKYa7OFfAeqPtOWUVYwe+QHwiadJVyRz3ZuWA+2cLqrSDBIbPu3x6Sco0Szr+g7azWT3/ZtXy03rfpkqBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T22:30:21.717885Z","bundle_sha256":"d0a5af7d1252e17e2943e8115dabe8cf0d59f5ce3e615be2e8735e123bd9dc26"}}