{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:RC3GFHPQJJZ4WEUL7735BGAWIX","short_pith_number":"pith:RC3GFHPQ","canonical_record":{"source":{"id":"2406.15474","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-16T16:06:38Z","cross_cats_sorted":["cs.CL","cs.HC"],"title_canon_sha256":"6fb3cae6f24c1db711ee9e54a3730949ea067e6c2b8adb918a8c0066b72c1b9d","abstract_canon_sha256":"c5e802460023241e9d31c6b7ed41983f2be0bf2c3be8e844d33bb3f2a280a439"},"schema_version":"1.0"},"canonical_sha256":"88b6629df04a73cb128bfff7d0981645ff125b117e7c5825b0e0c0eb558c6f5c","source":{"kind":"arxiv","id":"2406.15474","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.15474","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"arxiv_version","alias_value":"2406.15474v1","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.15474","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"pith_short_12","alias_value":"RC3GFHPQJJZ4","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"pith_short_16","alias_value":"RC3GFHPQJJZ4WEUL","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"pith_short_8","alias_value":"RC3GFHPQ","created_at":"2026-07-05T08:35:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:RC3GFHPQJJZ4WEUL7735BGAWIX","target":"record","payload":{"canonical_record":{"source":{"id":"2406.15474","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-16T16:06:38Z","cross_cats_sorted":["cs.CL","cs.HC"],"title_canon_sha256":"6fb3cae6f24c1db711ee9e54a3730949ea067e6c2b8adb918a8c0066b72c1b9d","abstract_canon_sha256":"c5e802460023241e9d31c6b7ed41983f2be0bf2c3be8e844d33bb3f2a280a439"},"schema_version":"1.0"},"canonical_sha256":"88b6629df04a73cb128bfff7d0981645ff125b117e7c5825b0e0c0eb558c6f5c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:35:22.978885Z","signature_b64":"ICSDpL1ork2HYWcazovvZUBv0wd10Sf1/H4eqb9kW6V4bIUDylgRXOVAl/B4utwbXuUk8YlLTEErhT9gAVOpCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"88b6629df04a73cb128bfff7d0981645ff125b117e7c5825b0e0c0eb558c6f5c","last_reissued_at":"2026-07-05T08:35:22.978473Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:35:22.978473Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.15474","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":"2026-07-05T08:35:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Unmspui/cv6kqi6pwt1ePJLrsjgmNcGDNRBBzhh9wMBm9gcMGAuIj5LkAqQNc6FBzMg9wNUAtVD8Kkr0cVN+DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T09:35:40.452292Z"},"content_sha256":"898f0d65dfe5d39e8092f92c4d5bfd6a669d7798b0e05eef874809331c203950","schema_version":"1.0","event_id":"sha256:898f0d65dfe5d39e8092f92c4d5bfd6a669d7798b0e05eef874809331c203950"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:RC3GFHPQJJZ4WEUL7735BGAWIX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL","cs.HC"],"primary_cat":"cs.AI","authors_text":"Chenyu Ren, Daihai He, Jing Qin, Yazhou Zhang","submitted_at":"2024-06-16T16:06:38Z","abstract_excerpt":"Large language models (LLMs) are raging over the medical domain, and their momentum has carried over into the mental health domain, leading to the emergence of few mental health LLMs. Although such mental health LLMs could provide reasonable suggestions for psychological counseling, how to develop an authentic and effective doctor-patient relationship (DPR) through LLMs is still an important problem. To fill this gap, we dissect DPR into two key attributes, i.e., the psychologist's empathy and proactive guidance. We thus present WundtGPT, an empathetic and proactive mental health large languag"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.15474","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/2406.15474/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":"2026-07-05T08:35:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RcY4ZLzG27XqEEcBlurYI3GaFQIC/tJd48F5nQ2RvuFZNgAMlfu6MvMFyvWytasjyb334nNSWXxkmhB0z75RAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T09:35:40.452834Z"},"content_sha256":"d71430d13a0f7959a6fe5eba580ac6a3d6711304b467f08c0b2db16cdca9b54e","schema_version":"1.0","event_id":"sha256:d71430d13a0f7959a6fe5eba580ac6a3d6711304b467f08c0b2db16cdca9b54e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RC3GFHPQJJZ4WEUL7735BGAWIX/bundle.json","state_url":"https://pith.science/pith/RC3GFHPQJJZ4WEUL7735BGAWIX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RC3GFHPQJJZ4WEUL7735BGAWIX/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":"2026-08-06T09:35:40Z","links":{"resolver":"https://pith.science/pith/RC3GFHPQJJZ4WEUL7735BGAWIX","bundle":"https://pith.science/pith/RC3GFHPQJJZ4WEUL7735BGAWIX/bundle.json","state":"https://pith.science/pith/RC3GFHPQJJZ4WEUL7735BGAWIX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RC3GFHPQJJZ4WEUL7735BGAWIX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:RC3GFHPQJJZ4WEUL7735BGAWIX","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":"c5e802460023241e9d31c6b7ed41983f2be0bf2c3be8e844d33bb3f2a280a439","cross_cats_sorted":["cs.CL","cs.HC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-16T16:06:38Z","title_canon_sha256":"6fb3cae6f24c1db711ee9e54a3730949ea067e6c2b8adb918a8c0066b72c1b9d"},"schema_version":"1.0","source":{"id":"2406.15474","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.15474","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"arxiv_version","alias_value":"2406.15474v1","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.15474","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"pith_short_12","alias_value":"RC3GFHPQJJZ4","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"pith_short_16","alias_value":"RC3GFHPQJJZ4WEUL","created_at":"2026-07-05T08:35:22Z"},{"alias_kind":"pith_short_8","alias_value":"RC3GFHPQ","created_at":"2026-07-05T08:35:22Z"}],"graph_snapshots":[{"event_id":"sha256:d71430d13a0f7959a6fe5eba580ac6a3d6711304b467f08c0b2db16cdca9b54e","target":"graph","created_at":"2026-07-05T08:35:22Z","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/2406.15474/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models (LLMs) are raging over the medical domain, and their momentum has carried over into the mental health domain, leading to the emergence of few mental health LLMs. Although such mental health LLMs could provide reasonable suggestions for psychological counseling, how to develop an authentic and effective doctor-patient relationship (DPR) through LLMs is still an important problem. To fill this gap, we dissect DPR into two key attributes, i.e., the psychologist's empathy and proactive guidance. We thus present WundtGPT, an empathetic and proactive mental health large languag","authors_text":"Chenyu Ren, Daihai He, Jing Qin, Yazhou Zhang","cross_cats":["cs.CL","cs.HC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-16T16:06:38Z","title":"WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.15474","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":"sha256:898f0d65dfe5d39e8092f92c4d5bfd6a669d7798b0e05eef874809331c203950","target":"record","created_at":"2026-07-05T08:35:22Z","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":"c5e802460023241e9d31c6b7ed41983f2be0bf2c3be8e844d33bb3f2a280a439","cross_cats_sorted":["cs.CL","cs.HC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-16T16:06:38Z","title_canon_sha256":"6fb3cae6f24c1db711ee9e54a3730949ea067e6c2b8adb918a8c0066b72c1b9d"},"schema_version":"1.0","source":{"id":"2406.15474","kind":"arxiv","version":1}},"canonical_sha256":"88b6629df04a73cb128bfff7d0981645ff125b117e7c5825b0e0c0eb558c6f5c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"88b6629df04a73cb128bfff7d0981645ff125b117e7c5825b0e0c0eb558c6f5c","first_computed_at":"2026-07-05T08:35:22.978473Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:35:22.978473Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ICSDpL1ork2HYWcazovvZUBv0wd10Sf1/H4eqb9kW6V4bIUDylgRXOVAl/B4utwbXuUk8YlLTEErhT9gAVOpCg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:35:22.978885Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.15474","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:898f0d65dfe5d39e8092f92c4d5bfd6a669d7798b0e05eef874809331c203950","sha256:d71430d13a0f7959a6fe5eba580ac6a3d6711304b467f08c0b2db16cdca9b54e"],"state_sha256":"a7a440d6d322bc0aff174a4444f4dac49fbca8095d3489ec6ab50f88a078e365"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/z+MzffS3CABXJbjRPtFw9fc3PC8viHReXePgLL1Vv1A9/ylS3q1Xu+NW9IjHpCoy51q7hndPCS3auk/YGt0Cg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T09:35:40.491648Z","bundle_sha256":"7afaacb52bd5bf54c6f7e360942ee194e710e07dd0e7f67d2da4c9e7a7058704"}}