{"as_of":"2026-08-19T09:32:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f2e15e5ede1c00b014c55d0c6719d1147433c13fffa921d098628be02bf0f8bf","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":"2026-08-19T06:32:44.657259+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":"2026-08-18T08:03:04.914414Z","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:ebd947ed93922d88e3ab3d3c93e3688025190b39ccb93dbc4592ab87c0af99b3","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:323dee947acf2c4da383228728ae328cdd428219e0d467d768d92bc3953e479d","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.13614","last_updated":"2023-05-23T02:25:01Z","snapshot_observed_at":"2026-08-16T15:30:50.613195Z","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":"2026-08-18T08:03:04.914414Z","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:e6000c5b969707ff3e582174864eb2b5fea93f24eddcb5e8da8c2942bd702bc5","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":"2026-08-18T08:03:04.914414Z","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":"sha256:40d0ede67bcff91f2f2157582ee157e711eed719b761c007757014b04b3604d0","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:2d351c828d361a6855bb33769abdb4f95f560268cc4d7525f17a4caed69a2c3c","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:9ac461838474c351dd58d2f63b579f85859f7c276ab9bdddd1473a2354c3967c","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:13ca7958c9151a90efa9b2fae146143a6d0585e9e74d2ee5357e02debb663b6d","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:92ff53212600e6e8e63e0f35038765d4472e97d959026c5ab18c6ae3f759fec2","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.17760","last_updated":"2023-11-02T17:34:57Z","snapshot_observed_at":"2026-08-16T08:17:30.538734Z","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":"2026-08-18T08:03:04.914414Z","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":"sha256:459594854fab7ab1c2ee3cafc7c1c8d7fa153d2d592d354fe412325f260a457e","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":"2026-08-18T08:03:04.914414Z","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":"sha256:7f6421d6da21d1e8986ef20cbed00cffe2defc8f11b8d86dd4c090f9bf772103","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.04026","last_updated":"2023-08-08T03:59:28Z","snapshot_observed_at":"2026-08-16T15:10:05.239510Z","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":"2026-08-18T08:03:04.914414Z","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:faedabab9c3f5e09d1cf17b52c1413def4017df5ae764501fa036c3af422d436","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":"2026-08-18T08:03:04.914414Z","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":"sha256:61782d6382c7e3f86cc0430ec345beb8636501af58b85872fdaad6217ea9cdeb","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:264800e03b8b55456aecd6635cdfc2448c93c0e502aa3c1c53ae7bf2d0842ebf","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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:cf67a479d26afc5423ba0bfb2adb4e0612b0330fdc966bd8cf4b29870b3cc400","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:6f69efbda96115b44d3eb7695d408b7a2d4bc653d2619d6ca2a2d368861b3f88","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:8d2d6f7a1f764de49d9f62f67739367d5a41e95bac7b4aecec9fbd3a1ac7d8d8","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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:ac077946b4bdd81dc115d01a4974666a2d7dc82ee974a3e6ac68846950ee34ac","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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:b2d72b804328887bcd266fb1f745223c745907ac7d65a121057c98a8a4415c43","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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:b7f235d3cfa0e358c474a6575e427219ad27a852725ec22a0ea123bc4f7d1260","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:108532f17c80239cd4b0289c30a12aeadf22936b26b545b4c2fd7204c976d910","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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:dfdbdffdded660e31c6931865382ca4af3c016bb3092254375aed737b0f6eec2","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:69e1b54ab34909f71eb15cad0bbbc0a8275356bbd5a910f86157587a3ecb374c","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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:c0384494a4b55ee484c3129eea2c5733dca9f707bbc887942b6460605b783563","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:174eddf5abc114a8607b3d84335a3c8c6494cd09d956d45433b46904e3abfba8","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:28e5377c9c6e49c50671b614e1bc99b96fb63c62e1dd0d384b34b0cfb75648a5","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.09582","last_updated":"2023-04-19T11:42:40Z","snapshot_observed_at":"2026-08-17T19:18:22.600615Z","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":"2026-08-18T08:03:04.914414Z","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:a976795934ec312e836596b814b6a9e83c85541492de4e48ea6a82582271435c","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":"2026-08-18T08:03:04.914414Z","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":"sha256:9217452228ab8b76712de7b95f859b251bda56e8ecbbaf6f3f8c0efee6f71e93","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 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-18T08:03:04.914414Z","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":"sha256:618237d5329ae73a6003f9368989e90fefe0fe68bb41089aa8564fc4d59ce341","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":"2026-08-18T08:03:04.914414Z","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":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2501.15826."}