{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:H5DJALHEYRORPF3FXD6QPPGYEU","short_pith_number":"pith:H5DJALHE","canonical_record":{"source":{"id":"2402.12326","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-19T18:00:30Z","cross_cats_sorted":["cs.CY","cs.HC","cs.LG","cs.MA"],"title_canon_sha256":"a05637a7822b39572375034bf66727cc9c6951e9459ebc40284abc288f6a8cf9","abstract_canon_sha256":"c5a436e80ed4a0d683ed95eb7b5c34e4b87f8e9da909dc35ee2e5982cae97247"},"schema_version":"1.0"},"canonical_sha256":"3f46902ce4c45d179765b8fd07bcd82508869a97a908a5c34c9ea008c407f136","source":{"kind":"arxiv","id":"2402.12326","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.12326","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"arxiv_version","alias_value":"2402.12326v2","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.12326","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"pith_short_12","alias_value":"H5DJALHEYROR","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"pith_short_16","alias_value":"H5DJALHEYRORPF3F","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"pith_short_8","alias_value":"H5DJALHE","created_at":"2026-07-05T09:00:36Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:H5DJALHEYRORPF3FXD6QPPGYEU","target":"record","payload":{"canonical_record":{"source":{"id":"2402.12326","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-19T18:00:30Z","cross_cats_sorted":["cs.CY","cs.HC","cs.LG","cs.MA"],"title_canon_sha256":"a05637a7822b39572375034bf66727cc9c6951e9459ebc40284abc288f6a8cf9","abstract_canon_sha256":"c5a436e80ed4a0d683ed95eb7b5c34e4b87f8e9da909dc35ee2e5982cae97247"},"schema_version":"1.0"},"canonical_sha256":"3f46902ce4c45d179765b8fd07bcd82508869a97a908a5c34c9ea008c407f136","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:00:36.292361Z","signature_b64":"Yelol4nnsDYnCxaxaXKTdW/EDOgp2fXVNygwi8V9yigl2hoRxQS0QODVRXSFssKihkRWVpByOFhez/R2Nc/NAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3f46902ce4c45d179765b8fd07bcd82508869a97a908a5c34c9ea008c407f136","last_reissued_at":"2026-07-05T09:00:36.291899Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:00:36.291899Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2402.12326","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":"2026-07-05T09:00:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"U6mut95yifj84SyV/h5tIoAaFmj0zmGKNuLeo3Q0uuhlZFpSqscAJ6Ne5AgM3xwlBHAYSjhQC7uB9YvRyZq8DQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-21T11:20:19.326556Z"},"content_sha256":"9f95710b89735a26f9d04c782b3cd6f18f1f07c71940c6766717d258030f41e4","schema_version":"1.0","event_id":"sha256:9f95710b89735a26f9d04c782b3cd6f18f1f07c71940c6766717d258030f41e4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:H5DJALHEYRORPF3FXD6QPPGYEU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CY","cs.HC","cs.LG","cs.MA"],"primary_cat":"cs.CL","authors_text":"Gao Huang, Honghui Chen, Qisen Yang, Shenzhi Wang, Shiji Song, Wenhao Huang, Xin Gao, Yifan Pu, Zekun Wang","submitted_at":"2024-02-19T18:00:30Z","abstract_excerpt":"Psychological measurement is essential for mental health, self-understanding, and personal development. Traditional methods, such as self-report scales and psychologist interviews, often face challenges with engagement and accessibility. While game-based and LLM-based tools have been explored to improve user interest and automate assessment, they struggle to balance engagement with generalizability. In this work, we propose PsychoGAT (Psychological Game AgenTs) to achieve a generic gamification of psychological assessment. The main insight is that powerful LLMs can function both as adept psych"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.12326","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/2402.12326/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":"2026-07-05T09:00:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Auq5ZI32CKl4ysoUzmr1RhythVZEJlmffmpbHliQUDPRUXnc+N4J05RZCXSPXnC9G+t8ZTmO3iKYkq/i6CyFAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-21T11:20:19.326923Z"},"content_sha256":"b240b5c9a897d63d2b1081218e30b1ccf5e8493f5d2a4cf60adafe70833502e5","schema_version":"1.0","event_id":"sha256:b240b5c9a897d63d2b1081218e30b1ccf5e8493f5d2a4cf60adafe70833502e5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/H5DJALHEYRORPF3FXD6QPPGYEU/bundle.json","state_url":"https://pith.science/pith/H5DJALHEYRORPF3FXD6QPPGYEU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/H5DJALHEYRORPF3FXD6QPPGYEU/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":"2026-07-21T11:20:19Z","links":{"resolver":"https://pith.science/pith/H5DJALHEYRORPF3FXD6QPPGYEU","bundle":"https://pith.science/pith/H5DJALHEYRORPF3FXD6QPPGYEU/bundle.json","state":"https://pith.science/pith/H5DJALHEYRORPF3FXD6QPPGYEU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/H5DJALHEYRORPF3FXD6QPPGYEU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:H5DJALHEYRORPF3FXD6QPPGYEU","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":"c5a436e80ed4a0d683ed95eb7b5c34e4b87f8e9da909dc35ee2e5982cae97247","cross_cats_sorted":["cs.CY","cs.HC","cs.LG","cs.MA"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-19T18:00:30Z","title_canon_sha256":"a05637a7822b39572375034bf66727cc9c6951e9459ebc40284abc288f6a8cf9"},"schema_version":"1.0","source":{"id":"2402.12326","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.12326","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"arxiv_version","alias_value":"2402.12326v2","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.12326","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"pith_short_12","alias_value":"H5DJALHEYROR","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"pith_short_16","alias_value":"H5DJALHEYRORPF3F","created_at":"2026-07-05T09:00:36Z"},{"alias_kind":"pith_short_8","alias_value":"H5DJALHE","created_at":"2026-07-05T09:00:36Z"}],"graph_snapshots":[{"event_id":"sha256:b240b5c9a897d63d2b1081218e30b1ccf5e8493f5d2a4cf60adafe70833502e5","target":"graph","created_at":"2026-07-05T09:00:36Z","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/2402.12326/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Psychological measurement is essential for mental health, self-understanding, and personal development. Traditional methods, such as self-report scales and psychologist interviews, often face challenges with engagement and accessibility. While game-based and LLM-based tools have been explored to improve user interest and automate assessment, they struggle to balance engagement with generalizability. In this work, we propose PsychoGAT (Psychological Game AgenTs) to achieve a generic gamification of psychological assessment. The main insight is that powerful LLMs can function both as adept psych","authors_text":"Gao Huang, Honghui Chen, Qisen Yang, Shenzhi Wang, Shiji Song, Wenhao Huang, Xin Gao, Yifan Pu, Zekun Wang","cross_cats":["cs.CY","cs.HC","cs.LG","cs.MA"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-19T18:00:30Z","title":"PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.12326","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":"sha256:9f95710b89735a26f9d04c782b3cd6f18f1f07c71940c6766717d258030f41e4","target":"record","created_at":"2026-07-05T09:00:36Z","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":"c5a436e80ed4a0d683ed95eb7b5c34e4b87f8e9da909dc35ee2e5982cae97247","cross_cats_sorted":["cs.CY","cs.HC","cs.LG","cs.MA"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-19T18:00:30Z","title_canon_sha256":"a05637a7822b39572375034bf66727cc9c6951e9459ebc40284abc288f6a8cf9"},"schema_version":"1.0","source":{"id":"2402.12326","kind":"arxiv","version":2}},"canonical_sha256":"3f46902ce4c45d179765b8fd07bcd82508869a97a908a5c34c9ea008c407f136","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3f46902ce4c45d179765b8fd07bcd82508869a97a908a5c34c9ea008c407f136","first_computed_at":"2026-07-05T09:00:36.291899Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:00:36.291899Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Yelol4nnsDYnCxaxaXKTdW/EDOgp2fXVNygwi8V9yigl2hoRxQS0QODVRXSFssKihkRWVpByOFhez/R2Nc/NAw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:00:36.292361Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.12326","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9f95710b89735a26f9d04c782b3cd6f18f1f07c71940c6766717d258030f41e4","sha256:b240b5c9a897d63d2b1081218e30b1ccf5e8493f5d2a4cf60adafe70833502e5"],"state_sha256":"a90dd6ddc08bcf6b8babe80799cfbd7a1b0c3b3effa3850324545962bb4a7d3c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JmuyQ9rubySykJy9i4gs/C/wB2WSlFGnsOdjYXlNdLPfLerTV7FX4qd3CiO87a3sb5VfZr2jPcX/L2A+BAWlBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-21T11:20:19.329370Z","bundle_sha256":"da23ee9a5666394f9d174c239be581b50f9ef718e15c6b720d0e8ff34c144ff6"}}