{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:LNUHCSAYSJ52IOSRRRJFEJ4LWV","short_pith_number":"pith:LNUHCSAY","canonical_record":{"source":{"id":"2605.28369","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-27T12:07:44Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"4a514b1fffe78bb248b16f30473f2bc70c7b6fb725f655614d9f749e4fb700d5","abstract_canon_sha256":"1e39eb33f4a5e66ed7c3a44703d57a7da2986eedd7bdb0767340ddc7d28999e0"},"schema_version":"1.0"},"canonical_sha256":"5b68714818927ba43a518c5252278bb543327229d3f8dc00a75e42e5da40f6ab","source":{"kind":"arxiv","id":"2605.28369","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.28369","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"arxiv_version","alias_value":"2605.28369v1","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.28369","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"pith_short_12","alias_value":"LNUHCSAYSJ52","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"pith_short_16","alias_value":"LNUHCSAYSJ52IOSR","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"pith_short_8","alias_value":"LNUHCSAY","created_at":"2026-05-28T01:05:16Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:LNUHCSAYSJ52IOSRRRJFEJ4LWV","target":"record","payload":{"canonical_record":{"source":{"id":"2605.28369","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-27T12:07:44Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"4a514b1fffe78bb248b16f30473f2bc70c7b6fb725f655614d9f749e4fb700d5","abstract_canon_sha256":"1e39eb33f4a5e66ed7c3a44703d57a7da2986eedd7bdb0767340ddc7d28999e0"},"schema_version":"1.0"},"canonical_sha256":"5b68714818927ba43a518c5252278bb543327229d3f8dc00a75e42e5da40f6ab","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-28T01:05:16.230188Z","signature_b64":"NfVk/K+ZN5EaWZZa8hfB7FlLPTwOCrM68e1Gq/R/0W0gOR63NnUMZzWr5XvJwBo60043XmuiNONQe8yY6VwJCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5b68714818927ba43a518c5252278bb543327229d3f8dc00a75e42e5da40f6ab","last_reissued_at":"2026-05-28T01:05:16.229712Z","signature_status":"signed_v1","first_computed_at":"2026-05-28T01:05:16.229712Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.28369","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":"2026-05-28T01:05:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oN8N9BU/Q+cET3P7md8xPfz2YMl/1SKsN84yTrLZ9v8imUkiD51u4e8pwug1blM5pa57UE1CRpNVzzqUqCxkAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-12T02:23:49.466656Z"},"content_sha256":"ea11d575e935bcfef717e039ee47fba119731b8c062be8fc86b36d09864477dd","schema_version":"1.0","event_id":"sha256:ea11d575e935bcfef717e039ee47fba119731b8c062be8fc86b36d09864477dd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:LNUHCSAYSJ52IOSRRRJFEJ4LWV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"CyberJurors: A Multi-Agent Simulation Task for E-Commerce Disputes Verdict","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SI"],"primary_cat":"cs.AI","authors_text":"Haifeng Ming, Hantao Yao, Wu Liu, Xinru Wang, Yanhui Sun, Yongdong Zhang","submitted_at":"2026-05-27T12:07:44Z","abstract_excerpt":"E-commerce platforms have begun recruiting crowdsourced jurors to adjudicate massive volumes of transaction disputes. Unlike formal legal judgment, E-commerce dispute verdicts require grounding pivotal clues from redundant, multi-round, multimodal evidence and making decisions under flexible platform-specific conventions. These characteristics render existing methods insufficient for this scenario. To bridge this gap, we introduce a pioneering task, E-commerce Dispute Verdicts (EDV), and present VerdictBench, a multimodal benchmark comprising 6,000 real-world cases designed to reflect crowdsou"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.28369","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/2605.28369/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":"2026-05-28T01:05:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hMjRXjph7FsPwNQcjdZLywlPgYtD6Q6IBy6c9Jvo5KKK3EMaDp4nKGVp8qPhgOfAzRQAKh+8fpvya8mwDejrCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-12T02:23:49.467478Z"},"content_sha256":"19c336e7f92dab45cab19172ff36c7c783e171d7a9a1b226f3c70af0bf7c9ec4","schema_version":"1.0","event_id":"sha256:19c336e7f92dab45cab19172ff36c7c783e171d7a9a1b226f3c70af0bf7c9ec4"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LNUHCSAYSJ52IOSRRRJFEJ4LWV/bundle.json","state_url":"https://pith.science/pith/LNUHCSAYSJ52IOSRRRJFEJ4LWV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LNUHCSAYSJ52IOSRRRJFEJ4LWV/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":"2026-06-12T02:23:49Z","links":{"resolver":"https://pith.science/pith/LNUHCSAYSJ52IOSRRRJFEJ4LWV","bundle":"https://pith.science/pith/LNUHCSAYSJ52IOSRRRJFEJ4LWV/bundle.json","state":"https://pith.science/pith/LNUHCSAYSJ52IOSRRRJFEJ4LWV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LNUHCSAYSJ52IOSRRRJFEJ4LWV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:LNUHCSAYSJ52IOSRRRJFEJ4LWV","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":"1e39eb33f4a5e66ed7c3a44703d57a7da2986eedd7bdb0767340ddc7d28999e0","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-27T12:07:44Z","title_canon_sha256":"4a514b1fffe78bb248b16f30473f2bc70c7b6fb725f655614d9f749e4fb700d5"},"schema_version":"1.0","source":{"id":"2605.28369","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.28369","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"arxiv_version","alias_value":"2605.28369v1","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.28369","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"pith_short_12","alias_value":"LNUHCSAYSJ52","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"pith_short_16","alias_value":"LNUHCSAYSJ52IOSR","created_at":"2026-05-28T01:05:16Z"},{"alias_kind":"pith_short_8","alias_value":"LNUHCSAY","created_at":"2026-05-28T01:05:16Z"}],"graph_snapshots":[{"event_id":"sha256:19c336e7f92dab45cab19172ff36c7c783e171d7a9a1b226f3c70af0bf7c9ec4","target":"graph","created_at":"2026-05-28T01:05:16Z","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/2605.28369/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"E-commerce platforms have begun recruiting crowdsourced jurors to adjudicate massive volumes of transaction disputes. Unlike formal legal judgment, E-commerce dispute verdicts require grounding pivotal clues from redundant, multi-round, multimodal evidence and making decisions under flexible platform-specific conventions. These characteristics render existing methods insufficient for this scenario. To bridge this gap, we introduce a pioneering task, E-commerce Dispute Verdicts (EDV), and present VerdictBench, a multimodal benchmark comprising 6,000 real-world cases designed to reflect crowdsou","authors_text":"Haifeng Ming, Hantao Yao, Wu Liu, Xinru Wang, Yanhui Sun, Yongdong Zhang","cross_cats":["cs.SI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-27T12:07:44Z","title":"CyberJurors: A Multi-Agent Simulation Task for E-Commerce Disputes Verdict"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.28369","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:ea11d575e935bcfef717e039ee47fba119731b8c062be8fc86b36d09864477dd","target":"record","created_at":"2026-05-28T01:05:16Z","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":"1e39eb33f4a5e66ed7c3a44703d57a7da2986eedd7bdb0767340ddc7d28999e0","cross_cats_sorted":["cs.SI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-27T12:07:44Z","title_canon_sha256":"4a514b1fffe78bb248b16f30473f2bc70c7b6fb725f655614d9f749e4fb700d5"},"schema_version":"1.0","source":{"id":"2605.28369","kind":"arxiv","version":1}},"canonical_sha256":"5b68714818927ba43a518c5252278bb543327229d3f8dc00a75e42e5da40f6ab","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5b68714818927ba43a518c5252278bb543327229d3f8dc00a75e42e5da40f6ab","first_computed_at":"2026-05-28T01:05:16.229712Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-28T01:05:16.229712Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"NfVk/K+ZN5EaWZZa8hfB7FlLPTwOCrM68e1Gq/R/0W0gOR63NnUMZzWr5XvJwBo60043XmuiNONQe8yY6VwJCw==","signature_status":"signed_v1","signed_at":"2026-05-28T01:05:16.230188Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.28369","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ea11d575e935bcfef717e039ee47fba119731b8c062be8fc86b36d09864477dd","sha256:19c336e7f92dab45cab19172ff36c7c783e171d7a9a1b226f3c70af0bf7c9ec4"],"state_sha256":"1f9271ff2fc910c7960232626bf80838c32385f0b0444530c0c117687492388d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8u3lJLywKRWX2KRffmJubsOeUeH/hs0P8zRNvTXPZgOEMmGZq0SrDK9E/Ubysszh+ZFCJlMrexTIYQRebjlGBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-12T02:23:49.471755Z","bundle_sha256":"acedb178916de5767a41bf24ebcb960a722a4ff79dbd4049e3b86346de4d59b7"}}