{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:XVFTWPZYNCBLHRE25X4FUJXTJC","short_pith_number":"pith:XVFTWPZY","canonical_record":{"source":{"id":"2408.15787","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-28T13:29:59Z","cross_cats_sorted":["cs.IR"],"title_canon_sha256":"dd9979bb5e6e5c004adeb35281baf2da5349ca52ff652070c4628695925e34c0","abstract_canon_sha256":"66641bfaf37bde1594dc46e680bdea2e965151b4e03d55647a3c5e27ce98bc4e"},"schema_version":"1.0"},"canonical_sha256":"bd4b3b3f386882b3c49aedf85a26f3489c833440c22f4ad5fc58776453b0b513","source":{"kind":"arxiv","id":"2408.15787","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.15787","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"arxiv_version","alias_value":"2408.15787v2","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.15787","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"pith_short_12","alias_value":"XVFTWPZYNCBL","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"pith_short_16","alias_value":"XVFTWPZYNCBLHRE2","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"pith_short_8","alias_value":"XVFTWPZY","created_at":"2026-05-27T01:05:32Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:XVFTWPZYNCBLHRE25X4FUJXTJC","target":"record","payload":{"canonical_record":{"source":{"id":"2408.15787","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-28T13:29:59Z","cross_cats_sorted":["cs.IR"],"title_canon_sha256":"dd9979bb5e6e5c004adeb35281baf2da5349ca52ff652070c4628695925e34c0","abstract_canon_sha256":"66641bfaf37bde1594dc46e680bdea2e965151b4e03d55647a3c5e27ce98bc4e"},"schema_version":"1.0"},"canonical_sha256":"bd4b3b3f386882b3c49aedf85a26f3489c833440c22f4ad5fc58776453b0b513","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-27T01:05:32.477854Z","signature_b64":"wk+Uufx+IrX013aZGDb/21iTk0sRiCbMGMAEOppck35n0OmFj+WVI3L5zkD8aGMSqj4+XcDSIgcBg4JWzuAnBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bd4b3b3f386882b3c49aedf85a26f3489c833440c22f4ad5fc58776453b0b513","last_reissued_at":"2026-05-27T01:05:32.477320Z","signature_status":"signed_v1","first_computed_at":"2026-05-27T01:05:32.477320Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2408.15787","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":"2026-05-27T01:05:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yJ68CQR6pD95gzch+Pwd2j4euqMuUPo0zXlO1Rr/1+OHfKtgnSrod8EImSJFXM7OBEe8+NBha0iVcnz8aKeCDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T08:37:57.272732Z"},"content_sha256":"d608416e287f91a6c9baad64d3811cd8bd3a32799dbf1e46d4649c22ced849ed","schema_version":"1.0","event_id":"sha256:d608416e287f91a6c9baad64d3811cd8bd3a32799dbf1e46d4649c22ced849ed"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:XVFTWPZYNCBLHRE25X4FUJXTJC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.IR"],"primary_cat":"cs.CL","authors_text":"Huachuan Qiu, Zhenzhong Lan","submitted_at":"2024-08-28T13:29:59Z","abstract_excerpt":"Creating effective dialogue systems for mental health support requires high-quality multi-turn counseling dialogue data, yet collecting real counselor-client conversations presents significant challenges, including privacy concerns, high costs, and limited scalability. We present \\textbf{Interactive Agents}, a novel framework that simulates naturalistic counseling dialogues through controlled LLM-to-LLM interactions. The framework introduces two key innovations: (1) a personalized client agent that maintains consistent psychological characteristics throughout a session, and (2) a counselor age"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.15787","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/2408.15787/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":"2026-05-27T01:05:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HUZRlBF73LFyY476u9ydSvyZeL4f0S5J4SvSxlPHa1TnDxvf2IguYJkPv0mVX8MJqj+G3+dphzHiBflkvBsNCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T08:37:57.273112Z"},"content_sha256":"a90c8f8875e33b9a1f13865867f1aecacc21ea1eabad869e13a9071da404365e","schema_version":"1.0","event_id":"sha256:a90c8f8875e33b9a1f13865867f1aecacc21ea1eabad869e13a9071da404365e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XVFTWPZYNCBLHRE25X4FUJXTJC/bundle.json","state_url":"https://pith.science/pith/XVFTWPZYNCBLHRE25X4FUJXTJC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XVFTWPZYNCBLHRE25X4FUJXTJC/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":"2026-06-03T08:37:57Z","links":{"resolver":"https://pith.science/pith/XVFTWPZYNCBLHRE25X4FUJXTJC","bundle":"https://pith.science/pith/XVFTWPZYNCBLHRE25X4FUJXTJC/bundle.json","state":"https://pith.science/pith/XVFTWPZYNCBLHRE25X4FUJXTJC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XVFTWPZYNCBLHRE25X4FUJXTJC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:XVFTWPZYNCBLHRE25X4FUJXTJC","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":"66641bfaf37bde1594dc46e680bdea2e965151b4e03d55647a3c5e27ce98bc4e","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-28T13:29:59Z","title_canon_sha256":"dd9979bb5e6e5c004adeb35281baf2da5349ca52ff652070c4628695925e34c0"},"schema_version":"1.0","source":{"id":"2408.15787","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.15787","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"arxiv_version","alias_value":"2408.15787v2","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.15787","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"pith_short_12","alias_value":"XVFTWPZYNCBL","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"pith_short_16","alias_value":"XVFTWPZYNCBLHRE2","created_at":"2026-05-27T01:05:32Z"},{"alias_kind":"pith_short_8","alias_value":"XVFTWPZY","created_at":"2026-05-27T01:05:32Z"}],"graph_snapshots":[{"event_id":"sha256:a90c8f8875e33b9a1f13865867f1aecacc21ea1eabad869e13a9071da404365e","target":"graph","created_at":"2026-05-27T01:05:32Z","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/2408.15787/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Creating effective dialogue systems for mental health support requires high-quality multi-turn counseling dialogue data, yet collecting real counselor-client conversations presents significant challenges, including privacy concerns, high costs, and limited scalability. We present \\textbf{Interactive Agents}, a novel framework that simulates naturalistic counseling dialogues through controlled LLM-to-LLM interactions. The framework introduces two key innovations: (1) a personalized client agent that maintains consistent psychological characteristics throughout a session, and (2) a counselor age","authors_text":"Huachuan Qiu, Zhenzhong Lan","cross_cats":["cs.IR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-28T13:29:59Z","title":"Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.15787","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:d608416e287f91a6c9baad64d3811cd8bd3a32799dbf1e46d4649c22ced849ed","target":"record","created_at":"2026-05-27T01:05:32Z","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":"66641bfaf37bde1594dc46e680bdea2e965151b4e03d55647a3c5e27ce98bc4e","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-28T13:29:59Z","title_canon_sha256":"dd9979bb5e6e5c004adeb35281baf2da5349ca52ff652070c4628695925e34c0"},"schema_version":"1.0","source":{"id":"2408.15787","kind":"arxiv","version":2}},"canonical_sha256":"bd4b3b3f386882b3c49aedf85a26f3489c833440c22f4ad5fc58776453b0b513","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bd4b3b3f386882b3c49aedf85a26f3489c833440c22f4ad5fc58776453b0b513","first_computed_at":"2026-05-27T01:05:32.477320Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-27T01:05:32.477320Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wk+Uufx+IrX013aZGDb/21iTk0sRiCbMGMAEOppck35n0OmFj+WVI3L5zkD8aGMSqj4+XcDSIgcBg4JWzuAnBA==","signature_status":"signed_v1","signed_at":"2026-05-27T01:05:32.477854Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.15787","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d608416e287f91a6c9baad64d3811cd8bd3a32799dbf1e46d4649c22ced849ed","sha256:a90c8f8875e33b9a1f13865867f1aecacc21ea1eabad869e13a9071da404365e"],"state_sha256":"4657206c7616ec1de29424d58ea758462f7cdfc3d8ffadb53721ea4d0f638b36"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"J/aWKU23rA6SLzvA1f2pmvMc5ZsathS+0SXaN8gRlhki2DoIDzKaqB3bX+vgd/ONxntEFyY6oxq4cYMDg+QtDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T08:37:57.275255Z","bundle_sha256":"10e15dba142eac5b8a8314a8e1366e2b12d41cb6f3e8f01df3ce46d8f2acbeab"}}