{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:YBNC6M2LTRLDPRJXRL6LRZLWGK","short_pith_number":"pith:YBNC6M2L","canonical_record":{"source":{"id":"2205.10059","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-05-20T10:08:45Z","cross_cats_sorted":[],"title_canon_sha256":"1d5d5922d21d2775b2e7c7041a162a397ba34a8c29f32e3eee19b790b773194f","abstract_canon_sha256":"7888bd469e16df12f870853e8b6651d2242c35944f5ab30f1852a2c255721294"},"schema_version":"1.0"},"canonical_sha256":"c05a2f334b9c5637c5378afcb8e576329d2ccadf6ce33fedc3b238e69bb6409e","source":{"kind":"arxiv","id":"2205.10059","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2205.10059","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"arxiv_version","alias_value":"2205.10059v1","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2205.10059","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"pith_short_12","alias_value":"YBNC6M2LTRLD","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"pith_short_16","alias_value":"YBNC6M2LTRLDPRJX","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"pith_short_8","alias_value":"YBNC6M2L","created_at":"2026-07-05T04:25:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:YBNC6M2LTRLDPRJXRL6LRZLWGK","target":"record","payload":{"canonical_record":{"source":{"id":"2205.10059","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-05-20T10:08:45Z","cross_cats_sorted":[],"title_canon_sha256":"1d5d5922d21d2775b2e7c7041a162a397ba34a8c29f32e3eee19b790b773194f","abstract_canon_sha256":"7888bd469e16df12f870853e8b6651d2242c35944f5ab30f1852a2c255721294"},"schema_version":"1.0"},"canonical_sha256":"c05a2f334b9c5637c5378afcb8e576329d2ccadf6ce33fedc3b238e69bb6409e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T04:25:02.917298Z","signature_b64":"mfMuUtv55zVaAkB46oE4Y3A0i1QBe9oA3cKvhlhDoTUFeCwbd7COqcYyipZeEZ03v/Y8quE5p+2b4/MhBHxHDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c05a2f334b9c5637c5378afcb8e576329d2ccadf6ce33fedc3b238e69bb6409e","last_reissued_at":"2026-07-05T04:25:02.916812Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T04:25:02.916812Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2205.10059","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":"2026-07-05T04:25:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gSb2DRo+5QrWE5d7MF3/bPw1LS79i34EMq/o2yOh+pRACssmpcm0zt4fTiAwdOrTHtn+MVwWckdDgoP1j5T8BA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T21:46:58.241086Z"},"content_sha256":"709d1591bec66ca4a1b3c250c78e1ab03589e36c96f8bd0c0089eff563199065","schema_version":"1.0","event_id":"sha256:709d1591bec66ca4a1b3c250c78e1ab03589e36c96f8bd0c0089eff563199065"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:YBNC6M2LTRLDPRJXRL6LRZLWGK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Jijie Li, Jinyu Guo, Kai Shuang, Yixuan Liu, Zihan Wang","submitted_at":"2022-05-20T10:08:45Z","abstract_excerpt":"In dialogue state tracking, dialogue history is a crucial material, and its utilization varies between different models. However, no matter how the dialogue history is used, each existing model uses its own consistent dialogue history during the entire state tracking process, regardless of which slot is updated. Apparently, it requires different dialogue history to update different slots in different turns. Therefore, using consistent dialogue contents may lead to insufficient or redundant information for different slots, which affects the overall performance. To address this problem, we devis"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2205.10059","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/2205.10059/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":"2026-07-05T04:25:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HUtRNGf5/Bdv7DAivu6js6cqLE8Ygo5JrsnuGVasW9Ckjg7fcmY2WSfqtz2RCnv25IyxB9d4YcZ0sKflvkbdDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T21:46:58.241597Z"},"content_sha256":"ddb83a86b271df740a3df435d8a42d39a51c9f9a21478dbd90729565dfd4e2e7","schema_version":"1.0","event_id":"sha256:ddb83a86b271df740a3df435d8a42d39a51c9f9a21478dbd90729565dfd4e2e7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YBNC6M2LTRLDPRJXRL6LRZLWGK/bundle.json","state_url":"https://pith.science/pith/YBNC6M2LTRLDPRJXRL6LRZLWGK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YBNC6M2LTRLDPRJXRL6LRZLWGK/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":"2026-08-05T21:46:58Z","links":{"resolver":"https://pith.science/pith/YBNC6M2LTRLDPRJXRL6LRZLWGK","bundle":"https://pith.science/pith/YBNC6M2LTRLDPRJXRL6LRZLWGK/bundle.json","state":"https://pith.science/pith/YBNC6M2LTRLDPRJXRL6LRZLWGK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YBNC6M2LTRLDPRJXRL6LRZLWGK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:YBNC6M2LTRLDPRJXRL6LRZLWGK","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":"7888bd469e16df12f870853e8b6651d2242c35944f5ab30f1852a2c255721294","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-05-20T10:08:45Z","title_canon_sha256":"1d5d5922d21d2775b2e7c7041a162a397ba34a8c29f32e3eee19b790b773194f"},"schema_version":"1.0","source":{"id":"2205.10059","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2205.10059","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"arxiv_version","alias_value":"2205.10059v1","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2205.10059","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"pith_short_12","alias_value":"YBNC6M2LTRLD","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"pith_short_16","alias_value":"YBNC6M2LTRLDPRJX","created_at":"2026-07-05T04:25:02Z"},{"alias_kind":"pith_short_8","alias_value":"YBNC6M2L","created_at":"2026-07-05T04:25:02Z"}],"graph_snapshots":[{"event_id":"sha256:ddb83a86b271df740a3df435d8a42d39a51c9f9a21478dbd90729565dfd4e2e7","target":"graph","created_at":"2026-07-05T04:25:02Z","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/2205.10059/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In dialogue state tracking, dialogue history is a crucial material, and its utilization varies between different models. However, no matter how the dialogue history is used, each existing model uses its own consistent dialogue history during the entire state tracking process, regardless of which slot is updated. Apparently, it requires different dialogue history to update different slots in different turns. Therefore, using consistent dialogue contents may lead to insufficient or redundant information for different slots, which affects the overall performance. To address this problem, we devis","authors_text":"Jijie Li, Jinyu Guo, Kai Shuang, Yixuan Liu, Zihan Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-05-20T10:08:45Z","title":"Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2205.10059","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":"sha256:709d1591bec66ca4a1b3c250c78e1ab03589e36c96f8bd0c0089eff563199065","target":"record","created_at":"2026-07-05T04:25:02Z","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":"7888bd469e16df12f870853e8b6651d2242c35944f5ab30f1852a2c255721294","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-05-20T10:08:45Z","title_canon_sha256":"1d5d5922d21d2775b2e7c7041a162a397ba34a8c29f32e3eee19b790b773194f"},"schema_version":"1.0","source":{"id":"2205.10059","kind":"arxiv","version":1}},"canonical_sha256":"c05a2f334b9c5637c5378afcb8e576329d2ccadf6ce33fedc3b238e69bb6409e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c05a2f334b9c5637c5378afcb8e576329d2ccadf6ce33fedc3b238e69bb6409e","first_computed_at":"2026-07-05T04:25:02.916812Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:25:02.916812Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"mfMuUtv55zVaAkB46oE4Y3A0i1QBe9oA3cKvhlhDoTUFeCwbd7COqcYyipZeEZ03v/Y8quE5p+2b4/MhBHxHDw==","signature_status":"signed_v1","signed_at":"2026-07-05T04:25:02.917298Z","signed_message":"canonical_sha256_bytes"},"source_id":"2205.10059","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:709d1591bec66ca4a1b3c250c78e1ab03589e36c96f8bd0c0089eff563199065","sha256:ddb83a86b271df740a3df435d8a42d39a51c9f9a21478dbd90729565dfd4e2e7"],"state_sha256":"0c8db7151290ddc8ee92d62bc33930ed0b990ef48ef8cff9b4bbbedaf275912c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZYdaK2hf9MTDur0g1+XhsWGhXSaLWyX78SSrSp/OTtWHDq0BGMTBThC8VKmZtYPCEMqdFkcVaVHUI4TdHjhPAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T21:46:58.246528Z","bundle_sha256":"9dd769e906070923d4ff49961f69c359e0d39d36b3eabf5ac28679eb612c697f"}}