{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:ZNJWNU2V3GK6MJY47AHYKAMGKV","short_pith_number":"pith:ZNJWNU2V","canonical_record":{"source":{"id":"2502.17041","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-02-24T10:49:34Z","cross_cats_sorted":[],"title_canon_sha256":"8f43dd9e414034b51481b859782f9c79436b0f7289e83752eb73ca404dbd0eea","abstract_canon_sha256":"2527f91da859a52c2f664b4645c290ee6eee232222e6eda5bf5bd90f5edd486a"},"schema_version":"1.0"},"canonical_sha256":"cb5366d355d995e6271cf80f85018655708752a74dc4172c76523facb2175106","source":{"kind":"arxiv","id":"2502.17041","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.17041","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"arxiv_version","alias_value":"2502.17041v2","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.17041","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"pith_short_12","alias_value":"ZNJWNU2V3GK6","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"pith_short_16","alias_value":"ZNJWNU2V3GK6MJY4","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"pith_short_8","alias_value":"ZNJWNU2V","created_at":"2026-07-05T11:08:17Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:ZNJWNU2V3GK6MJY47AHYKAMGKV","target":"record","payload":{"canonical_record":{"source":{"id":"2502.17041","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-02-24T10:49:34Z","cross_cats_sorted":[],"title_canon_sha256":"8f43dd9e414034b51481b859782f9c79436b0f7289e83752eb73ca404dbd0eea","abstract_canon_sha256":"2527f91da859a52c2f664b4645c290ee6eee232222e6eda5bf5bd90f5edd486a"},"schema_version":"1.0"},"canonical_sha256":"cb5366d355d995e6271cf80f85018655708752a74dc4172c76523facb2175106","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:08:17.168727Z","signature_b64":"CWQpTbe/QwsY6DeiS09ZibOM/me2EGTymIKzI4sV8I44Trf7jGsOKgRx4b2DVMCsEKG+x1k/ci5IP1mx76LDAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cb5366d355d995e6271cf80f85018655708752a74dc4172c76523facb2175106","last_reissued_at":"2026-07-05T11:08:17.168184Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:08:17.168184Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.17041","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:08:17Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bmtp7ShTtOoaNk6Mjge6kj88jBfh6h3BA4kyLMLN0US+h4htJoSe+8g/XrQ6KqidsqBJJ8OK5lRVf5/klFFQCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T12:17:51.208963Z"},"content_sha256":"cb8eff35a77379fc1b2f1b7cd91b4e8464e020e088b09955e1c5482325d10fbf","schema_version":"1.0","event_id":"sha256:cb8eff35a77379fc1b2f1b7cd91b4e8464e020e088b09955e1c5482325d10fbf"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:ZNJWNU2V3GK6MJY47AHYKAMGKV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Haoran Li, Huihao Jing, Peizhao Hu, Qi Hu, Sirui Han, TianShu Chu, Wenbin Hu, Yangqiu Song, Yulin Chen","submitted_at":"2025-02-24T10:49:34Z","abstract_excerpt":"Recent advancements in generative large language models (LLMs) have enabled wider applicability, accessibility, and flexibility. However, their reliability and trustworthiness are still in doubt, especially for concerns regarding individuals' data privacy. Great efforts have been made on privacy by building various evaluation benchmarks to study LLMs' privacy awareness and robustness from their generated outputs to their hidden representations. Unfortunately, most of these works adopt a narrow formulation of privacy and only investigate personally identifiable information (PII). In this paper,"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.17041","kind":"arxiv","version":2},"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/2502.17041/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":"2026-07-05T11:08:17Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yLZh6eAYawaGYHxxmPZApsNcYUutLYPKaiX4k3dNAEQAZAUgumzaOCxHyArOhknt0OMhneRedhE9N9sqCOLHBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T12:17:51.209495Z"},"content_sha256":"c44898685de4e6f79af4faa99fc4a917e40f832426f0c30a07092000914c9ea0","schema_version":"1.0","event_id":"sha256:c44898685de4e6f79af4faa99fc4a917e40f832426f0c30a07092000914c9ea0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZNJWNU2V3GK6MJY47AHYKAMGKV/bundle.json","state_url":"https://pith.science/pith/ZNJWNU2V3GK6MJY47AHYKAMGKV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZNJWNU2V3GK6MJY47AHYKAMGKV/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":"2026-08-07T12:17:51Z","links":{"resolver":"https://pith.science/pith/ZNJWNU2V3GK6MJY47AHYKAMGKV","bundle":"https://pith.science/pith/ZNJWNU2V3GK6MJY47AHYKAMGKV/bundle.json","state":"https://pith.science/pith/ZNJWNU2V3GK6MJY47AHYKAMGKV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZNJWNU2V3GK6MJY47AHYKAMGKV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ZNJWNU2V3GK6MJY47AHYKAMGKV","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":"2527f91da859a52c2f664b4645c290ee6eee232222e6eda5bf5bd90f5edd486a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-02-24T10:49:34Z","title_canon_sha256":"8f43dd9e414034b51481b859782f9c79436b0f7289e83752eb73ca404dbd0eea"},"schema_version":"1.0","source":{"id":"2502.17041","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.17041","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"arxiv_version","alias_value":"2502.17041v2","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.17041","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"pith_short_12","alias_value":"ZNJWNU2V3GK6","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"pith_short_16","alias_value":"ZNJWNU2V3GK6MJY4","created_at":"2026-07-05T11:08:17Z"},{"alias_kind":"pith_short_8","alias_value":"ZNJWNU2V","created_at":"2026-07-05T11:08:17Z"}],"graph_snapshots":[{"event_id":"sha256:c44898685de4e6f79af4faa99fc4a917e40f832426f0c30a07092000914c9ea0","target":"graph","created_at":"2026-07-05T11:08:17Z","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/2502.17041/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in generative large language models (LLMs) have enabled wider applicability, accessibility, and flexibility. However, their reliability and trustworthiness are still in doubt, especially for concerns regarding individuals' data privacy. Great efforts have been made on privacy by building various evaluation benchmarks to study LLMs' privacy awareness and robustness from their generated outputs to their hidden representations. Unfortunately, most of these works adopt a narrow formulation of privacy and only investigate personally identifiable information (PII). In this paper,","authors_text":"Haoran Li, Huihao Jing, Peizhao Hu, Qi Hu, Sirui Han, TianShu Chu, Wenbin Hu, Yangqiu Song, Yulin Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-02-24T10:49:34Z","title":"PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.17041","kind":"arxiv","version":2},"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:cb8eff35a77379fc1b2f1b7cd91b4e8464e020e088b09955e1c5482325d10fbf","target":"record","created_at":"2026-07-05T11:08:17Z","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":"2527f91da859a52c2f664b4645c290ee6eee232222e6eda5bf5bd90f5edd486a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-02-24T10:49:34Z","title_canon_sha256":"8f43dd9e414034b51481b859782f9c79436b0f7289e83752eb73ca404dbd0eea"},"schema_version":"1.0","source":{"id":"2502.17041","kind":"arxiv","version":2}},"canonical_sha256":"cb5366d355d995e6271cf80f85018655708752a74dc4172c76523facb2175106","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cb5366d355d995e6271cf80f85018655708752a74dc4172c76523facb2175106","first_computed_at":"2026-07-05T11:08:17.168184Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:08:17.168184Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CWQpTbe/QwsY6DeiS09ZibOM/me2EGTymIKzI4sV8I44Trf7jGsOKgRx4b2DVMCsEKG+x1k/ci5IP1mx76LDAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:08:17.168727Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.17041","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cb8eff35a77379fc1b2f1b7cd91b4e8464e020e088b09955e1c5482325d10fbf","sha256:c44898685de4e6f79af4faa99fc4a917e40f832426f0c30a07092000914c9ea0"],"state_sha256":"8b3df34bfbd5d37872ce7fd7ab6c43443f0e1aac648f45a77968d216acbc2746"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4A4/qIkFGyusE7O+cgBVdvb1Qr/bZwBUKA9vYsGUkNWMCt2sWXnYVUej77K1Y7wbVA/P97+JTfgsMVrBTauMBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T12:17:51.214566Z","bundle_sha256":"6952e6fbf848afa120c8fe84d20a66eaedd7466dae7a2ca25383d8d83ce52c6e"}}