{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:VDIRZDXCZSSRWEGSGGJGEMG5MS","short_pith_number":"pith:VDIRZDXC","canonical_record":{"source":{"id":"2411.13226","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-11-20T11:41:08Z","cross_cats_sorted":[],"title_canon_sha256":"7b7e3b7041aa9d1eb2bad0416ccf724feb7fb74ba24743b4190332de99a142db","abstract_canon_sha256":"c77b24e59e3cdd50978968dc07a777cb1e118620c2daeeb94f77a117f1ace558"},"schema_version":"1.0"},"canonical_sha256":"a8d11c8ee2cca51b10d231926230dd64b1d4f28bfc577f4f911aa2555d5298cf","source":{"kind":"arxiv","id":"2411.13226","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.13226","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"arxiv_version","alias_value":"2411.13226v1","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.13226","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"pith_short_12","alias_value":"VDIRZDXCZSSR","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"pith_short_16","alias_value":"VDIRZDXCZSSRWEGS","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"pith_short_8","alias_value":"VDIRZDXC","created_at":"2026-07-05T09:38:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:VDIRZDXCZSSRWEGSGGJGEMG5MS","target":"record","payload":{"canonical_record":{"source":{"id":"2411.13226","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-11-20T11:41:08Z","cross_cats_sorted":[],"title_canon_sha256":"7b7e3b7041aa9d1eb2bad0416ccf724feb7fb74ba24743b4190332de99a142db","abstract_canon_sha256":"c77b24e59e3cdd50978968dc07a777cb1e118620c2daeeb94f77a117f1ace558"},"schema_version":"1.0"},"canonical_sha256":"a8d11c8ee2cca51b10d231926230dd64b1d4f28bfc577f4f911aa2555d5298cf","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:38:06.916710Z","signature_b64":"HO5fcqlL5BomV9XNdv6+MZY1uDMlAV7qEQ2HyKcDiavqv4YXjO3IpmU4XOadRhQN0NvMxJ958sWDu5cy17ZRAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a8d11c8ee2cca51b10d231926230dd64b1d4f28bfc577f4f911aa2555d5298cf","last_reissued_at":"2026-07-05T09:38:06.916360Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:38:06.916360Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2411.13226","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":"2026-07-05T09:38:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/CRiczv3TNWa10ywcGEHaQ+v36uCWalaohptBA350VSL2weBFCGiXvs0M39qZa7i2X0SXXUpcyB6sopExjZSDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T07:37:13.637096Z"},"content_sha256":"96671275bd5ac514f9389c86bd533b8ba1a90012e82899857c6f8d48f144fc07","schema_version":"1.0","event_id":"sha256:96671275bd5ac514f9389c86bd533b8ba1a90012e82899857c6f8d48f144fc07"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:VDIRZDXCZSSRWEGSGGJGEMG5MS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AIDBench: A benchmark for evaluating the authorship identification capability of large language models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Dadi Guo, Huishuai Zhang, Zichen Wen","submitted_at":"2024-11-20T11:41:08Z","abstract_excerpt":"As large language models (LLMs) rapidly advance and integrate into daily life, the privacy risks they pose are attracting increasing attention. We focus on a specific privacy risk where LLMs may help identify the authorship of anonymous texts, which challenges the effectiveness of anonymity in real-world systems such as anonymous peer review systems. To investigate these risks, we present AIDBench, a new benchmark that incorporates several author identification datasets, including emails, blogs, reviews, articles, and research papers. AIDBench utilizes two evaluation methods: one-to-one author"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.13226","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/2411.13226/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":"2026-07-05T09:38:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4INNVLPvdUr9Ty6EAoLc0Qrmk1iS8MEm4/2P4XunXPmIm88SdXF7ey4zlrT3Kn/+0S+Hh17a1gxarIe5Kj4lAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T07:37:13.637999Z"},"content_sha256":"f48826606b8e2dfc834170ad36ce8ebbbedf7d4b77820100e1f421063aab8730","schema_version":"1.0","event_id":"sha256:f48826606b8e2dfc834170ad36ce8ebbbedf7d4b77820100e1f421063aab8730"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/VDIRZDXCZSSRWEGSGGJGEMG5MS/bundle.json","state_url":"https://pith.science/pith/VDIRZDXCZSSRWEGSGGJGEMG5MS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/VDIRZDXCZSSRWEGSGGJGEMG5MS/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":"2026-08-05T07:37:13Z","links":{"resolver":"https://pith.science/pith/VDIRZDXCZSSRWEGSGGJGEMG5MS","bundle":"https://pith.science/pith/VDIRZDXCZSSRWEGSGGJGEMG5MS/bundle.json","state":"https://pith.science/pith/VDIRZDXCZSSRWEGSGGJGEMG5MS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/VDIRZDXCZSSRWEGSGGJGEMG5MS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:VDIRZDXCZSSRWEGSGGJGEMG5MS","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":"c77b24e59e3cdd50978968dc07a777cb1e118620c2daeeb94f77a117f1ace558","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-11-20T11:41:08Z","title_canon_sha256":"7b7e3b7041aa9d1eb2bad0416ccf724feb7fb74ba24743b4190332de99a142db"},"schema_version":"1.0","source":{"id":"2411.13226","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.13226","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"arxiv_version","alias_value":"2411.13226v1","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.13226","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"pith_short_12","alias_value":"VDIRZDXCZSSR","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"pith_short_16","alias_value":"VDIRZDXCZSSRWEGS","created_at":"2026-07-05T09:38:06Z"},{"alias_kind":"pith_short_8","alias_value":"VDIRZDXC","created_at":"2026-07-05T09:38:06Z"}],"graph_snapshots":[{"event_id":"sha256:f48826606b8e2dfc834170ad36ce8ebbbedf7d4b77820100e1f421063aab8730","target":"graph","created_at":"2026-07-05T09:38:06Z","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/2411.13226/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As large language models (LLMs) rapidly advance and integrate into daily life, the privacy risks they pose are attracting increasing attention. We focus on a specific privacy risk where LLMs may help identify the authorship of anonymous texts, which challenges the effectiveness of anonymity in real-world systems such as anonymous peer review systems. To investigate these risks, we present AIDBench, a new benchmark that incorporates several author identification datasets, including emails, blogs, reviews, articles, and research papers. AIDBench utilizes two evaluation methods: one-to-one author","authors_text":"Dadi Guo, Huishuai Zhang, Zichen Wen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-11-20T11:41:08Z","title":"AIDBench: A benchmark for evaluating the authorship identification capability of large language models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.13226","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":"sha256:96671275bd5ac514f9389c86bd533b8ba1a90012e82899857c6f8d48f144fc07","target":"record","created_at":"2026-07-05T09:38:06Z","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":"c77b24e59e3cdd50978968dc07a777cb1e118620c2daeeb94f77a117f1ace558","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-11-20T11:41:08Z","title_canon_sha256":"7b7e3b7041aa9d1eb2bad0416ccf724feb7fb74ba24743b4190332de99a142db"},"schema_version":"1.0","source":{"id":"2411.13226","kind":"arxiv","version":1}},"canonical_sha256":"a8d11c8ee2cca51b10d231926230dd64b1d4f28bfc577f4f911aa2555d5298cf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a8d11c8ee2cca51b10d231926230dd64b1d4f28bfc577f4f911aa2555d5298cf","first_computed_at":"2026-07-05T09:38:06.916360Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:38:06.916360Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HO5fcqlL5BomV9XNdv6+MZY1uDMlAV7qEQ2HyKcDiavqv4YXjO3IpmU4XOadRhQN0NvMxJ958sWDu5cy17ZRAA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:38:06.916710Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.13226","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:96671275bd5ac514f9389c86bd533b8ba1a90012e82899857c6f8d48f144fc07","sha256:f48826606b8e2dfc834170ad36ce8ebbbedf7d4b77820100e1f421063aab8730"],"state_sha256":"181372f9f7b6b09f1e8ec4ca6fc08001c398cc7cc22bf90ffb5c320963cce063"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NnphmxHo0iP8MHq8FHJvQzMGUv7KoKA1QDD+3dRDiyDGpJJoTn7oAz5s7i//fhemYYFtbjZbarCkLxh2mznjCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T07:37:13.645042Z","bundle_sha256":"e52ca01cc4e8ac1fc9d4adb8a4e6a53b4c8ce4290bea98ed0ecd65f15bbd7e28"}}