{"as_of":"2026-08-16T07:04:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:61167cf058cf7d41fd85c2c9a95f028ae102f7ca6b8ee1d680aea3c4115fa7a6","coverage":[{"denominator":28,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":28,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T13:59:54.959025Z","state":"measured"},{"denominator":28,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":28,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2501.15826/citation-record","integrity":"/paper/2501.15826/integrity","json":"/paper/2501.15826/citation-record.json","paper":"/paper/2501.15826"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.267700Z","title":"Comparing physician and artificial intelligence chatbot responses to patient questions posted to a public social media forum","venue":null,"work_id":"5865c6cf-1f51-452d-9727-0cd86822971b","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.865555Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:ca42929725b91cf45546e2745e1a9ad1a3171a557224cf8c17e0fb0affc3b8dd","observation_id":"6d00ecbb-964e-40cb-b340-4716da2c41c2","resolution":{"observed_at":"2026-08-10T13:59:55.271787Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.257614Z","title":"Cognitive reconstruction, hindsight, and reactions to victims and perpetrators","venue":null,"work_id":"8e4a940a-bcae-40ec-b3e9-373bd841486f","year":1999},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.868994Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:46239adacdcf42ee666fbc7d98da2fd3ec8c63047b7c1605a0e3e76cd78805bd","observation_id":"ffbd9779-d998-4a69-b37b-4ab057d23901","resolution":{"observed_at":"2026-08-10T13:59:55.261443Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.13614","last_updated":"2023-05-23T02:25:01Z","snapshot_observed_at":"2026-08-13T11:36:03.155217Z","submitted_at":"2023-05-23T02:25:01Z","title":"LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.13614","snapshot_observed_at":"2026-08-10T13:59:54.872546Z","title":"Zhu, Kunyao Lan, Zhiling Zhang, and Lyuchun Cui","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.872546Z"},"links":{"cited_paper":"/paper/2305.13614","citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:86b2deebc7e823ac7d4db8769b8aad68a3866e0e895e087513c9ad6f4a6ad8d5","observation_id":"fc79b381-a547-4de1-99b2-97812a4ba17d","resolution":{"observed_at":"2026-08-10T13:59:54.872546Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.247359Z","title":"Exploring the use of large language models for reference-free text quality evaluation: An empirical study","venue":null,"work_id":"feda0959-f943-4915-bff3-58c9f7edfca5","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.876544Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:abb18bcf030d588041d695eb8062fc3ad524e22d6e25598dbdec9ca133679de3","observation_id":"4c215f7e-b927-46f3-b357-a3c925142960","resolution":{"observed_at":"2026-08-10T13:59:55.250771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.236133Z","title":"SoulChat : Improving llms' empathy, listening, and comfort abilities through fine-tuning with multi-turn empathy conversations","venue":null,"work_id":"8c2b0fac-171b-487d-b88b-dde366d82dba","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.880383Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:af66f05351b609746d598dce98a862109351bf6a9db300259db56347c890c756","observation_id":"2184e872-f25f-4068-89c1-e77afccca111","resolution":{"observed_at":"2026-08-10T13:59:55.239539Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.225452Z","title":"Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration","venue":null,"work_id":"801b77ce-667c-484a-8b71-74375d2ba49e","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.883795Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:42722671a848356d215d9ebbfdf637ce155f223c14a51e4a139a11ef00d294f2","observation_id":"7649bda1-b0f6-4d11-9cc4-6e55477e1c23","resolution":{"observed_at":"2026-08-10T13:59:55.228718Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.215792Z","title":"Tenenbaum, and Igor Mordatch","venue":null,"work_id":"dd4a4236-cd67-429f-9eb0-384ac75408f3","year":2024},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.887358Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:5061159731a4954110b1cc6c42633bf50e378b4cac3e0c7ec031f4f0117e90ce","observation_id":"232563cc-11ad-4a2c-ad6d-85e5f7281eab","resolution":{"observed_at":"2026-08-10T13:59:55.218767Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.206610Z","title":"Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen","venue":null,"work_id":"db9f588a-3526-453d-8a56-788ecad10885","year":2022},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.890504Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:41d647b5e663c5031db8cabf7337c9ecbf1fea9eb00f78a22b52cd710d656961","observation_id":"39ac8566-4c91-43b5-9eb3-3c3957efb4bc","resolution":{"observed_at":"2026-08-10T13:59:55.209857Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.17760","last_updated":"2023-11-02T17:34:57Z","snapshot_observed_at":"2026-08-15T13:15:08.646790Z","submitted_at":"2023-03-31T01:09:00Z","title":"CAMEL: Communicative Agents for \"Mind\" Exploration of Large Language Model Society","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.17760","snapshot_observed_at":"2026-08-10T13:59:54.893692Z","title":"CAMEL: communicative agents for \"mind\" exploration of large scale language model society","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.893692Z"},"links":{"cited_paper":"/paper/2303.17760","citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:8dd895a39bea57705cf67ab6549bee180a8f8065368ed419bb3e5e2e1dff5a44","observation_id":"2d6df765-f1c8-4380-b1b9-64646345061c","resolution":{"observed_at":"2026-08-10T13:59:54.893692Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.196411Z","title":"Hughes, Charles Lewis, and Katia P","venue":null,"work_id":"39398da6-8386-42d8-971e-e46058c6a938","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.896915Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:586ac0a801a850c93d315b3c00df15a0256d71e31a7d224e820f9bb4064896e2","observation_id":"c217bea7-d430-41f3-8fd2-954a72e6c3d1","resolution":{"observed_at":"2026-08-10T13:59:55.200115Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.04026","last_updated":"2023-08-08T03:59:28Z","snapshot_observed_at":"2026-08-13T18:07:56.522435Z","submitted_at":"2023-08-08T03:59:28Z","title":"AgentSims: An Open-Source Sandbox for Large Language Model Evaluation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.04026","snapshot_observed_at":"2026-08-10T13:59:54.900312Z","title":"Agentsims: An open-source sandbox for large language model evaluation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.900312Z"},"links":{"cited_paper":"/paper/2308.04026","citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:4bc1324cae4184d0d40eda1b88af4d1861a83c2ded40081f85ba38ae9d55e539","observation_id":"a3bf5c6d-7c63-40de-984e-559cdb9c2643","resolution":{"observed_at":"2026-08-10T13:59:54.900312Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.186658Z","title":"Towards emotional support dialog systems","venue":null,"work_id":"7e0eafe1-00c9-404c-98df-6a3b6f6f516f","year":2021},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.903992Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:92ab9f9ab152e460eb5a6fcba3e0ec851eabdef25beebea27cb338035a0c7471","observation_id":"d3cd1779-e51a-4f0c-a8e8-b7d622c5976c","resolution":{"observed_at":"2026-08-10T13:59:55.189734Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.176641Z","title":"CBT-LLM: A Chinese large language model for cognitive behavioral therapy-based mental health question answering","venue":null,"work_id":"f9bf2ce1-1024-4d45-a2cb-d4c90c321bf8","year":2024},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.907393Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:d91ea6822530dda8babb6f5ab008d1c7a57e48f2a32c9c59caea0aa2c321f7ca","observation_id":"355c7c10-6813-45f2-aff4-c1bb4d29c8d8","resolution":{"observed_at":"2026-08-10T13:59:55.180239Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.166798Z","title":"Tso, and Anitha Kannan","venue":null,"work_id":"9aada15d-dc4b-4fb0-a691-68182304ab13","year":2024},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.910216Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:cd6ccf5e7c6e7d0141666e991b8f0094b2fd3f4e10e2de71589a88274a0f7bf3","observation_id":"0ecb68b3-699a-40d7-9b84-93f2d306bbaf","resolution":{"observed_at":"2026-08-10T13:59:55.169818Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.156665Z","title":"Control globally, understand locally: A Global-to-Local hierarchical graph network for emotional support conversation","venue":null,"work_id":"75c94dd1-284a-4b14-84f2-0eddc4eb2add","year":2022},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.913602Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:2e7b859796377e9a4a7853c056ba9d8b0706d360ec5f4eccacfe3e6a6d4b9033","observation_id":"ead784e5-ed03-490e-be60-433be1379394","resolution":{"observed_at":"2026-08-10T13:59:55.160744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.144790Z","title":"SMILE: single-turn to multi-turn inclusive language expansion via chatgpt for mental health support","venue":null,"work_id":"8cb0a2d3-4f62-45fe-ae18-80b694086715","year":2024},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.916774Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:3ab2ba650022ae6507d51bb8104db95756907fdf8a599637bcc574577b0f7cec","observation_id":"052ddc67-2f66-4b8d-850c-a5e5fccea15d","resolution":{"observed_at":"2026-08-10T13:59:55.148756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.132791Z","title":"Miner, David C","venue":null,"work_id":"c03b7da2-a2de-4b0b-bca8-099ce0bd597b","year":2020},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.920380Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:5aab15d0d49708308f91b38fa8de364ff755653d892818063d20e83e8a90b1d0","observation_id":"badee18d-629d-4265-b894-297c50a8e6e5","resolution":{"observed_at":"2026-08-10T13:59:55.136206Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.122082Z","title":"PsyQA : A Chinese dataset for generating long counseling text for mental health support","venue":null,"work_id":"ae72702e-14be-4b63-a6fd-adccb69099ad","year":2021},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.924074Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:877d647668a904d3429f96293b117ba6338fa29cd4bc144545a9e2a26bfd7686","observation_id":"aa33ccc1-4220-48d9-811d-916a820b15d6","resolution":{"observed_at":"2026-08-10T13:59:55.125509Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.109644Z","title":"MISC: A mixed strategy-aware model integrating COMET for emotional support conversation","venue":null,"work_id":"fdcb9121-a838-40db-afd8-d3bdaac93af4","year":2022},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.927207Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:ccd0666f84456d540bfd09a634fca10b9c0221b9ef13363c7ff407c619423a93","observation_id":"85e94366-2c4f-4657-b043-1b9c11b44f73","resolution":{"observed_at":"2026-08-10T13:59:55.113844Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.098781Z","title":"Cue-CoT : Chain-of-thought prompting for responding to in-depth dialogue questions with llms","venue":null,"work_id":"884ef919-a370-42fb-a996-df69738bd4aa","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.930077Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:76155c2ed82d7c6da334347647c8948084299b302f8c8241be10ad37c8ccf85a","observation_id":"8aaeaa33-c164-4bf7-871f-c3ae05264570","resolution":{"observed_at":"2026-08-10T13:59:55.102758Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.086687Z","title":"Smith, Daniel Khashabi, and Hannaneh Hajishirzi","venue":null,"work_id":"34d220b6-c992-4254-a5f0-2491cdd19a46","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.934045Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:136ab611b5c4cddd30629d83f639c28ce0eba9b93a78508f3b01b6f805c4f3cb","observation_id":"3b12003b-0bc0-405b-9f44-8d308bc60f53","resolution":{"observed_at":"2026-08-10T13:59:55.091039Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.071603Z","title":"Humanoid agents: Platform for simulating human-like generative agents","venue":null,"work_id":"e8b3cec4-7935-44d8-bd18-8bfba05ed4f6","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.937608Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:ec613e35f4e9cb6f4225f37f7f13ea01bb00e9137b5af19dba151e9ec51fd10f","observation_id":"b1e3b40e-6980-4ed6-b2df-3fbb9c0089cb","resolution":{"observed_at":"2026-08-10T13:59:55.076177Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.061450Z","title":"Large language models are not fair evaluators","venue":null,"work_id":"81159608-3e8d-4e3d-82c5-0f043cf20b8f","year":2024},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.940668Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:1f63be65d983555ef79fde660129a06451379f89ef3c7252c379e0d7d565caba","observation_id":"67c2cd4e-d4b6-4480-a27d-4e40439e4cf7","resolution":{"observed_at":"2026-08-10T13:59:55.065206Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.049555Z","title":"HealMe : Harnessing cognitive reframing in large language models for psychotherapy","venue":null,"work_id":"7933e6e0-f96a-4af7-94dc-be37bec3c1cd","year":2024},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.944377Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:cf15f9555a2684d4b200edfccb4ba421ded6cf55050c0a02cb06bfece1718270","observation_id":"770f21af-a1c3-42c1-84b0-8ce0f0ed76c7","resolution":{"observed_at":"2026-08-10T13:59:55.053684Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.038493Z","title":"Escot: Towards interpretable emotional support dialogue systems","venue":null,"work_id":"f0b082b2-daf0-48a9-83f3-37f975021cb1","year":2024},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.947564Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:ff0f07ffcaaaee927db0cdc853e0d03707fcc34e889c551c6386f812c38edfba","observation_id":"cfd8c3f5-3b18-43a7-862b-00b39bd91bd7","resolution":{"observed_at":"2026-08-10T13:59:55.042688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.09582","last_updated":"2023-04-19T11:42:40Z","snapshot_observed_at":"2026-08-13T11:59:31.290352Z","submitted_at":"2023-04-19T11:42:40Z","title":"Is ChatGPT Equipped with Emotional Dialogue Capabilities?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.09582","snapshot_observed_at":"2026-08-10T13:59:54.951578Z","title":"Is chatgpt equipped with emotional dialogue capabilities? arXiv preprint arXiv:2304.09582 , 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.951578Z"},"links":{"cited_paper":"/paper/2304.09582","citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:38be837e536ba522aeb6792c624547c984a32664dd81ce2cbb96a384fc7d4b17","observation_id":"8123854d-b84b-47ec-b13d-28fe4eac7d70","resolution":{"observed_at":"2026-08-10T13:59:54.951578Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:55.026276Z","title":"Augesc: Dialogue augmentation with large language models for emotional support conversation","venue":null,"work_id":"ad8da80a-0bbe-44cb-986b-75ae45cbded5","year":2023},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.955666Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:95339534444487e82d24f7e0a7ef069a122e8950e4639d20136e940186bf343c","observation_id":"2a550f59-29c4-4156-ad1a-d75a23166819","resolution":{"observed_at":"2026-08-10T13:59:55.031149Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T13:59:54.959025Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-10T13:59:54.959025Z"},"links":{"citing_paper":"/paper/2501.15826"},"observation_digest":"sha256:3e78374b0a06a08cdf3f3db3adf3a8064707cd8afc29d5b1b08e3d209ebc9ef5","observation_id":"011c1e63-1aa3-45ef-a8a7-3ef2613ef1b7","resolution":{"observed_at":"2026-08-10T13:59:54.959025Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2501.15826","last_updated":"2025-01-27T07:18:47Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-12T02:52:54.329427Z","submitted_at":"2025-01-27T07:18:47Z","title":"MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer"},"reference_resolution":{"displayed":28,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":0,"verified_fuzzy":23},"total_outbound_references":28},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2501.15826."}