{"as_of":"2026-08-14T13:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:102c7c8f4522e057702832e59ef2dc33f081b3e7115166f1f93f8161e37a1289","coverage":[{"denominator":80,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":80,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:42:16.933550Z","state":"measured"},{"denominator":83,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":83,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T22:12:53.080573Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-03T14:28:31.243869Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"cited_work":{"arxiv_id":"2505.17908","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.17908","snapshot_observed_at":"2026-07-03T14:28:31.243869Z","title":"arXiv preprint arXiv:2505.17908 (2025)","venue":null,"work_id":"a40d88b0-46ff-436c-ab5f-bf832158527b","year":2025},"citing_paper":{"arxiv_id":"2604.03156","last_updated":"2026-06-17T05:47:04Z","snapshot_observed_at":"2026-08-10T22:36:11.022720Z","submitted_at":"2026-04-03T16:27:02Z","title":"CAMEO: A Conditional and Quality-Aware Multi-Agent Image Editing Orchestrator","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-13T20:58:59.346867Z"},"links":{"cited_paper":"/paper/2505.17908","citing_paper":"/paper/2604.03156"},"observation_digest":"sha256:90fd1e83ba1ee26ce32619464fe6e36fc9d71ee14e1a0b0bca5aa02e5df0af09","observation_id":"73b1e91e-f8af-4c61-84c9-adca9f056bb3","resolution":{"observed_at":"2026-05-13T21:03:20.343024Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"cited_work":{"arxiv_id":"2505.17908","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.17908","snapshot_observed_at":"2026-07-03T14:28:31.243869Z","title":"arXiv preprint arXiv:2505.17908 (2025)","venue":null,"work_id":"a40d88b0-46ff-436c-ab5f-bf832158527b","year":2025},"citing_paper":{"arxiv_id":"2607.01709","last_updated":"2026-07-02T05:00:40Z","snapshot_observed_at":"2026-08-12T20:52:18.367346Z","submitted_at":"2026-07-02T05:00:40Z","title":"COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-03T14:22:25.280140Z"},"links":{"cited_paper":"/paper/2505.17908","citing_paper":"/paper/2607.01709"},"observation_digest":"sha256:f065c108380e2f452a3da08acaaa2eae2a7f692e651dc31afd9c9a954a2ab727","observation_id":"fe61b5d0-c3a8-4d75-bddf-da5d2c7af9b0","resolution":{"observed_at":"2026-07-03T14:28:31.245356Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.17908","snapshot_observed_at":"2026-08-01T22:12:53.080573Z","title":"arXiv preprint arXiv:2505.17908 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15845","last_updated":"2026-07-27T13:53:28Z","snapshot_observed_at":"2026-08-10T21:08:20.124761Z","submitted_at":"2026-07-17T11:03:01Z","title":"Knowledge-Centric Agents for Workflow Generation in ComfyUI","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-01T22:12:53.080573Z"},"links":{"cited_paper":"/paper/2505.17908","citing_paper":"/paper/2607.15845"},"observation_digest":"sha256:ca159e094d7d2e5c12692daf4f05745ded832478df2b1c5e22ea8c300fedc185","observation_id":"8c41e1bb-0f79-4d27-b43e-97c47f31db9f","resolution":{"observed_at":"2026-08-01T22:12:53.080573Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2505.17908/citation-record","integrity":"/paper/2505.17908/integrity","json":"/paper/2505.17908/citation-record.json","paper":"/paper/2505.17908"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2307.01952","last_updated":"2023-07-04T23:04:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-07-04T23:04:57Z","title":"SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.01952","snapshot_observed_at":"2026-08-07T14:42:11.853709Z","title":"Sdxl: Improving latent diffusion models for high-resolution image synthesis.arXiv preprint arXiv:2307.01952, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:11.853709Z"},"links":{"cited_paper":"/paper/2307.01952","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:0eb394be2cd1824adb49ee333e9053c9f4357e6a0529a18d72bc42a371ac21ab","observation_id":"4e0d43f3-9f69-4b1f-9604-a8f2f252ec1b","resolution":{"observed_at":"2026-08-07T14:42:11.853709Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:11.905253Z","title":"Scaling rectified flow transformers for high-resolution image synthesis","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:11.905253Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:ec1b264d81069af1b97609c2537485fad222fe9a863a11f18ff44cc4bfd646eb","observation_id":"1f97483f-54c6-4af7-8fd7-8bd250450324","resolution":{"observed_at":"2026-08-07T14:42:11.905253Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:11.965326Z","title":"Flux, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:11.965326Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:1e20b557c5ef1698a04931b99716e59e368b9170a616eb34bed104ca6f1fc591","observation_id":"9f489779-c5ba-47f8-ad1e-c2e39fe298b9","resolution":{"observed_at":"2026-08-07T14:42:11.965326Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:11.995297Z","title":"Instructpix2pix: Learning to follow image editing instructions","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:11.995297Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:5dc1366fa42f9c282dfbd214a62455a44ba33d073ed9962e844abc3db8368757","observation_id":"ef7678b9-f6db-47a2-a248-d0e16b2a23ce","resolution":{"observed_at":"2026-08-07T14:42:11.995297Z","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":"2026-08-07T14:42:23.508439Z","title":"Cosxl, 2024","venue":null,"work_id":"0e19aea5-083c-4425-9863-257673abc43d","year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.077261Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:bfe4db664bdad79b96c09d825ae2f3a34c374837df1230ffa9cdaae3693137a9","observation_id":"121c8ca6-4164-485b-baa0-0944e0158b0d","resolution":{"observed_at":"2026-08-07T14:42:23.583681Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:12.141290Z","title":"Smartedit: Exploring complex instruction-based image editing with multimodal large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.141290Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:655ca65caac6a044675a596e481706bfb21648ad6f49a522e386756a86f7135a","observation_id":"c936837a-3944-457b-862e-a1b0a8af88db","resolution":{"observed_at":"2026-08-07T14:42:12.141290Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.00103","last_updated":"2024-12-30T19:00:25Z","snapshot_observed_at":"2026-07-06T20:14:54.297131Z","submitted_at":"2024-12-30T19:00:25Z","title":"LTX-Video: Realtime Video Latent Diffusion","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.00103","snapshot_observed_at":"2026-08-07T14:42:12.192771Z","title":"Ltx-video: Realtime video latent diffusion.arXiv preprint arXiv:2501.00103, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.192771Z"},"links":{"cited_paper":"/paper/2501.00103","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:49dbc9b30b9a5f8aa00aeff8d5f359e4a78ea7d2dbbba39c3c965ad4a2a97157","observation_id":"c956f215-9c3c-4417-a0c8-dd6e3ecfda7f","resolution":{"observed_at":"2026-08-07T14:42:12.192771Z","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":"2026-08-07T14:42:23.378052Z","title":"Hunyuanvideo, 2024","venue":null,"work_id":"cd371022-90e3-4c5a-9510-4dfa06740891","year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.264478Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:57c6c70a5e3f69831bdd2cbb8422a5e38a0e75124699911ee5726f1fefc84a8f","observation_id":"ab617e42-13c0-45ee-8f97-e973d8666632","resolution":{"observed_at":"2026-08-07T14:42:23.417342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.20314","last_updated":"2025-04-19T02:22:42Z","snapshot_observed_at":"2026-08-12T22:34:51.361078Z","submitted_at":"2025-03-26T08:25:43Z","title":"Wan: Open and Advanced Large-Scale Video Generative Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.20314","snapshot_observed_at":"2026-08-07T14:42:12.353619Z","title":"Wan: Open and advanced large-scale video generative models.arXiv preprint arXiv:2503.20314, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.353619Z"},"links":{"cited_paper":"/paper/2503.20314","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:ce0a76e94c805d67965fe1f5dfbf2ba762d5c3a9acedf6f7b9825eae4e9f8dd5","observation_id":"43b202dc-3c81-4b69-9634-d8248fb0f4be","resolution":{"observed_at":"2026-08-07T14:42:12.353619Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.14396","last_updated":"2025-03-02T07:53:44Z","snapshot_observed_at":"2026-08-12T19:12:43.246639Z","submitted_at":"2024-04-22T17:56:09Z","title":"SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.14396","snapshot_observed_at":"2026-08-07T14:42:12.439669Z","title":"Seed-x: Multimodal models with unified multi-granularity comprehension and generation.arXiv preprint arXiv:2404.14396, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.439669Z"},"links":{"cited_paper":"/paper/2404.14396","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:c980b9052cad61326bfd0ed2526564a8225ab6bc074a8ccb2dc7642d4dd81dbd","observation_id":"f5632dc7-21c4-49da-9b11-0e0bff4bebd1","resolution":{"observed_at":"2026-08-07T14:42:12.439669Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.13848","last_updated":"2024-10-17T17:58:37Z","snapshot_observed_at":"2026-08-03T03:16:45.693966Z","submitted_at":"2024-10-17T17:58:37Z","title":"Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.13848","snapshot_observed_at":"2026-08-07T14:42:12.503877Z","title":"Janus: Decoupling visual encoding for unified multimodal understanding and generation.arXiv preprint arXiv:2410.13848, 2024","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.503877Z"},"links":{"cited_paper":"/paper/2410.13848","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:3509a981e7dfc697d7674477e9981eed497a793282f3cec3c98813b2e4c06c4c","observation_id":"3d964dda-d7f2-49e8-bc33-e7b7185aab8e","resolution":{"observed_at":"2026-08-07T14:42:12.503877Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.10639","last_updated":"2025-03-13T17:59:59Z","snapshot_observed_at":"2026-08-07T17:06:06.948584Z","submitted_at":"2025-03-13T17:59:59Z","title":"GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.10639","snapshot_observed_at":"2026-08-07T14:42:12.548057Z","title":"Got: Unleashing reasoning capability of multimodal large language model for visual generation and editing.arXiv preprint arXiv:2503.10639, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.548057Z"},"links":{"cited_paper":"/paper/2503.10639","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:71a7540f4164b59098a0bea761efa265f0bfbca3154850c597ddaa04cf889a4a","observation_id":"c9887bfd-010f-452f-aed6-0082d6982958","resolution":{"observed_at":"2026-08-07T14:42:12.548057Z","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":"2026-08-07T14:42:23.245356Z","title":"gpt-image-1, 2025","venue":null,"work_id":"ed5208ee-e9ca-4fb4-87e3-daf72903b902","year":2025},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.617317Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:01d5310832369ec6eeddc0e2f370eaaa3942cf8084f5147dfcfb517ba618b004","observation_id":"b786bf63-8890-4ab5-bdce-108dee272af6","resolution":{"observed_at":"2026-08-07T14:42:23.313369Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.02782","last_updated":"2025-05-02T04:42:06Z","snapshot_observed_at":"2026-08-07T16:10:49.986016Z","submitted_at":"2025-04-03T17:23:16Z","title":"GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.02782","snapshot_observed_at":"2026-08-07T14:42:12.706007Z","title":"Gpt-imgeval: A comprehensive benchmark for diagnosing gpt4o in image generation.arXiv preprint arXiv:2504.02782, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.706007Z"},"links":{"cited_paper":"/paper/2504.02782","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:622a939630483978e3f3d72bcaea20ba2b9c594c008f1e0cdc5d3e0948f0e41e","observation_id":"60df4fee-6f1a-4efc-815d-b8b36d2084fd","resolution":{"observed_at":"2026-08-07T14:42:12.706007Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.01731","last_updated":"2024-10-02T16:43:24Z","snapshot_observed_at":"2026-08-14T08:26:27.500408Z","submitted_at":"2024-10-02T16:43:24Z","title":"ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.01731","snapshot_observed_at":"2026-08-07T14:42:12.765489Z","title":"Comfygen: Prompt-adaptive workflows for text-to-image generation.arXiv preprint arXiv:2410.01731, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.765489Z"},"links":{"cited_paper":"/paper/2410.01731","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:95cba84ae48eac0482225fcad44d9806a92e563cbac84b2d09770aac0e154fc5","observation_id":"b1ad01cb-1ff8-4a36-ba5a-57859068ae68","resolution":{"observed_at":"2026-08-07T14:42:12.765489Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:12.872138Z","title":"Comfybench: Benchmark- ing llm-based agents in comfyui for autonomously designing collaborative ai systems.URL https://arxiv","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.872138Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:497da098ab223382ade971ed1f48e6dc86050412959756fb6d329d262ce96d7b","observation_id":"996ecb52-d5fb-4d92-a3f2-715fa8193b0e","resolution":{"observed_at":"2026-08-07T14:42:12.872138Z","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":"2026-08-07T14:42:23.074494Z","title":"ComfyUI: A powerful and modular stable-diffusion gui","venue":null,"work_id":"240c088f-9202-46e9-8947-62c34f9fbcf6","year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:12.961177Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:0c6d3399e3495d9f6ba0763d5a6d9b510a4b70c4226e2ca90e5588a28bd2edb8","observation_id":"8700f045-5d0f-4025-aec5-7c666da3e3cc","resolution":{"observed_at":"2026-08-07T14:42:23.151475Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:13.032951Z","title":"Retrieval-augmented generation for knowledge- intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.032951Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:c13d6fc87b417a53d2f530e8c187a06948438a41d3462dbe00b3e4b75d4181f3","observation_id":"407198f4-8c4e-48bd-863c-71cc228ef604","resolution":{"observed_at":"2026-08-07T14:42:13.032951Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:13.087728Z","title":"Adding conditional control to text-to-image diffusion models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.087728Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:d6b1470d15523d285528fd0f0e90fbbc32e388f2004ba7bdbce8939e2ae621bb","observation_id":"5097ea4c-4d8e-4347-9264-0040df4dcb07","resolution":{"observed_at":"2026-08-07T14:42:13.087728Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.06721","last_updated":"2023-08-13T08:34:51Z","snapshot_observed_at":"2026-07-06T16:05:39.158819Z","submitted_at":"2023-08-13T08:34:51Z","title":"IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.06721","snapshot_observed_at":"2026-08-07T14:42:13.183379Z","title":"Ip-adapter: Text compatible image prompt adapter for text-to-image diffusion models.arXiv preprint arXiv:2308.06721, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.183379Z"},"links":{"cited_paper":"/paper/2308.06721","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:d326b90a656b3405249123d565575d56fadf6e3fffc2df7ee34e620637b3d05e","observation_id":"ab280377-9bf4-4f60-bd1f-a8ae74c7192d","resolution":{"observed_at":"2026-08-07T14:42:13.183379Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2208.01618","last_updated":"2022-08-02T17:50:36Z","snapshot_observed_at":"2026-08-02T23:40:32.342515Z","submitted_at":"2022-08-02T17:50:36Z","title":"An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2208.01618","snapshot_observed_at":"2026-08-07T14:42:13.262808Z","title":"An image is worth one word: Personalizing text-to-image generation using textual inversion","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.262808Z"},"links":{"cited_paper":"/paper/2208.01618","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:1ec1d8b6261d2baf977d265d96fd33bf3afc998fe80bb5a3cba6fde9000acec0","observation_id":"cbca052e-adfd-44dc-82ee-66c29f0c5b75","resolution":{"observed_at":"2026-08-07T14:42:13.262808Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.07975","last_updated":"2025-03-24T08:33:32Z","snapshot_observed_at":"2026-08-13T22:53:32.402559Z","submitted_at":"2024-11-12T17:55:10Z","title":"JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.07975","snapshot_observed_at":"2026-08-07T14:42:13.362276Z","title":"Janusflow: Harmonizing autoregression and rectified flow for unified multimodal understanding and generation.arXiv preprint arXiv:2411.07975, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.362276Z"},"links":{"cited_paper":"/paper/2411.07975","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:048990c0e42c92f54d7b3e53ae453f6e07e84c9cfe1a837cfff5bd2d3a43fb71","observation_id":"0a02e1de-7491-4ff5-a4d6-f26447400d95","resolution":{"observed_at":"2026-08-07T14:42:13.362276Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.09818","last_updated":"2025-03-21T05:54:00Z","snapshot_observed_at":"2026-08-12T11:54:14.007649Z","submitted_at":"2024-05-16T05:23:41Z","title":"Chameleon: Mixed-Modal Early-Fusion Foundation Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.09818","snapshot_observed_at":"2026-08-07T14:42:13.444340Z","title":"Chameleon: Mixed-modal early-fusion foundation models.arXiv preprint arXiv:2405.09818, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.444340Z"},"links":{"cited_paper":"/paper/2405.09818","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:9bb140ded25a440c771d9ba42d2774797ae939db4700dbba815049b0ccfcb251","observation_id":"27b32240-b36c-4c41-a714-29b4c8fb567c","resolution":{"observed_at":"2026-08-07T14:42:13.444340Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.18869","last_updated":"2024-09-27T16:06:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-09-27T16:06:11Z","title":"Emu3: Next-Token Prediction is All You Need","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.18869","snapshot_observed_at":"2026-08-07T14:42:13.527325Z","title":"Emu3: Next-token prediction is all you need.arXiv preprint arXiv:2409.18869, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.527325Z"},"links":{"cited_paper":"/paper/2409.18869","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:35d0073eb5219389ea446ac77aa751536c0a0859544c9866721fe28ae8a9ead2","observation_id":"3ce2af65-f4eb-4a27-b801-262d26eccc18","resolution":{"observed_at":"2026-08-07T14:42:13.527325Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.04429","last_updated":"2025-03-04T16:31:57Z","snapshot_observed_at":"2026-08-01T23:38:04.510222Z","submitted_at":"2024-09-06T17:49:56Z","title":"VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.04429","snapshot_observed_at":"2026-08-07T14:42:13.619977Z","title":"Vila-u: a unified foundation model integrating visual understanding and generation.arXiv preprint arXiv:2409.04429, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.619977Z"},"links":{"cited_paper":"/paper/2409.04429","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:42c6fab3168d9f0ef754de833d8a1b622d430916adf038ef2ff0b6e23a861f11","observation_id":"3267b4ec-4ba5-444c-a6b9-3829f48f0283","resolution":{"observed_at":"2026-08-07T14:42:13.619977Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12528","last_updated":"2025-09-08T02:42:57Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T16:32:32Z","title":"Show-o: One Single Transformer to Unify Multimodal Understanding and Generation","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12528","snapshot_observed_at":"2026-08-07T14:42:13.720019Z","title":"Show-o: One single transformer to unify multimodal understanding and generation.arXiv preprint arXiv:2408.12528, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.720019Z"},"links":{"cited_paper":"/paper/2408.12528","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:0040983609aafbe5003b7e92ad120fe68334b4b37b6dd62f3db96d8efe66ae3a","observation_id":"9c803fd1-ea1b-44a2-a64f-5461a3b4134b","resolution":{"observed_at":"2026-08-07T14:42:13.720019Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.16280","last_updated":"2024-09-24T17:51:04Z","snapshot_observed_at":"2026-08-12T22:38:25.854863Z","submitted_at":"2024-09-24T17:51:04Z","title":"MonoFormer: One Transformer for Both Diffusion and Autoregression","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.16280","snapshot_observed_at":"2026-08-07T14:42:13.772497Z","title":"Monoformer: One transformer for both diffusion and autoregression.arXiv preprint arXiv:2409.16280, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.772497Z"},"links":{"cited_paper":"/paper/2409.16280","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:c0c932cf17cd1d35c731d198b9afdeb31d02a996d1a02471488319fab6df8977","observation_id":"a6476030-a421-4f75-9e33-c9d7a477eed6","resolution":{"observed_at":"2026-08-07T14:42:13.772497Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.11340","last_updated":"2024-11-21T14:09:12Z","snapshot_observed_at":"2026-08-14T06:13:17.008769Z","submitted_at":"2024-09-17T16:42:46Z","title":"OmniGen: Unified Image Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.11340","snapshot_observed_at":"2026-08-07T14:42:13.861775Z","title":"Omnigen: Unified image generation.arXiv preprint arXiv:2409.11340, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.861775Z"},"links":{"cited_paper":"/paper/2409.11340","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:6864590fbab2c86dd3c470ee216b74386b1bf99c42c6305c0354bdae89ed9c7d","observation_id":"eac4c482-d5f4-446a-b53d-478e2ad55cbe","resolution":{"observed_at":"2026-08-07T14:42:13.861775Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.17811","last_updated":"2025-01-29T18:00:19Z","snapshot_observed_at":"2026-08-12T12:44:22.350068Z","submitted_at":"2025-01-29T18:00:19Z","title":"Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.17811","snapshot_observed_at":"2026-08-07T14:42:13.961082Z","title":"Janus-pro: Unified multimodal understanding and generation with data and model scaling.arXiv preprint arXiv:2501.17811, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:13.961082Z"},"links":{"cited_paper":"/paper/2501.17811","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:6c7dcdbc6ffce263e1abfe25f2763a22c0193e7cd39b637ffff58fd42d7168c2","observation_id":"34a589a1-7371-4f8d-9107-a15849a90214","resolution":{"observed_at":"2026-08-07T14:42:13.961082Z","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":"2026-08-07T14:42:22.919043Z","title":"AutoGPT.https://github.com/Significant-Gravitas/AutoGPT, 2023","venue":null,"work_id":"571b181d-e8fc-4b2b-a7df-c35dc55a7c96","year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.014307Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:b971226d7c4c04f22d7160158d432775bb8c117e821ac741f027b1716c1020c6","observation_id":"dae16c57-7382-4f8b-a655-fc5d447116ca","resolution":{"observed_at":"2026-08-07T14:42:22.983271Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.08155","last_updated":"2023-10-03T20:47:10Z","snapshot_observed_at":"2026-08-08T22:28:26.004138Z","submitted_at":"2023-08-16T05:57:52Z","title":"AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.08155","snapshot_observed_at":"2026-08-07T14:42:14.082472Z","title":"Autogen: Enabling next-gen llm applications via multi-agent conversation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.082472Z"},"links":{"cited_paper":"/paper/2308.08155","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:ba284df0f02c6b8a9c9e54ca103d66d803e6a03f371ec7de024cde8f96c70290","observation_id":"b53e2630-ff75-42ad-b133-5dfaaf49dfb3","resolution":{"observed_at":"2026-08-07T14:42:14.082472Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.10634","last_updated":"2023-10-16T17:54:53Z","snapshot_observed_at":"2026-08-13T05:48:11.884972Z","submitted_at":"2023-10-16T17:54:53Z","title":"OpenAgents: An Open Platform for Language Agents in the Wild","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.10634","snapshot_observed_at":"2026-08-07T14:42:14.167553Z","title":"Openagents: An open platform for language agents in the wild.arXiv preprint arXiv:2310.10634, 2023","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.167553Z"},"links":{"cited_paper":"/paper/2310.10634","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:b92484207a4d0f7c20a156cd9ba5bc7ebfeb6b5b6661fbc19c573d1527466929","observation_id":"f0f88fae-bab7-478c-be2a-33c378a5d274","resolution":{"observed_at":"2026-08-07T14:42:14.167553Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:14.246185Z","title":"Re- act: Synergizing reasoning and acting in language models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.246185Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:f9c95d39d77cd9745a50f8a794c2f99ff949bd16f04386723eabd7bebdfe5c6e","observation_id":"97f040bc-83c6-4c22-b1dc-9b47f9fef0c2","resolution":{"observed_at":"2026-08-07T14:42:14.246185Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00352","last_updated":"2024-11-01T14:36:52Z","snapshot_observed_at":"2026-08-12T16:02:21.969968Z","submitted_at":"2023-08-01T07:49:10Z","title":"MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00352","snapshot_observed_at":"2026-08-07T14:42:14.314395Z","title":"Metagpt: Meta programming for multi-agent collaborative framework.arXiv preprint arXiv:2308.00352, 3(4):6, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.314395Z"},"links":{"cited_paper":"/paper/2308.00352","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:e3bd171ca8b2813cc5c54b9a25a914772eda405f9fb93564e86bef805523dbb7","observation_id":"55322f1e-b849-49fe-974a-cc3e0b8fe8be","resolution":{"observed_at":"2026-08-07T14:42:14.314395Z","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":"2026-08-07T14:42:22.754834Z","title":"Flux.1-redux-dev, 2024","venue":null,"work_id":"22dffda9-d45c-4711-9b2c-dd3a4486a497","year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.371692Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:a7d9dc2e33c90728400dba60619ad4ae2a08259ef9ddbe72ff63bd3cb8b5b8f3","observation_id":"cb47c67d-6734-48d6-b624-06eb016b9cdc","resolution":{"observed_at":"2026-08-07T14:42:22.836978Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.02487","last_updated":"2025-01-15T13:07:56Z","snapshot_observed_at":"2026-08-10T22:09:22.084462Z","submitted_at":"2025-01-05T09:40:58Z","title":"ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.02487","snapshot_observed_at":"2026-08-07T14:42:14.436559Z","title":"Ace++: Instruction-based image creation and editing via context-aware content filling.arXiv preprint arXiv:2501.02487, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.436559Z"},"links":{"cited_paper":"/paper/2501.02487","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:749e1f46dcbe4af16bc38c6c8a1c4fd4ecef47a33f4c0e9471840f84f60f4b3f","observation_id":"f9820b87-3db6-47eb-87f4-8c1858dc9181","resolution":{"observed_at":"2026-08-07T14:42:14.436559Z","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":"2026-08-07T14:42:22.619204Z","title":"Segment anything","venue":null,"work_id":"a680f8fe-e313-465d-a333-865ba9759b73","year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.478885Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:f71fb906e8727145aacfe8a826aacfe2da93c5c6c8ad706e5e3b02e9d9b472e9","observation_id":"18537219-0620-4a3d-9adc-cbd428abcb4e","resolution":{"observed_at":"2026-08-07T14:42:22.694430Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.00714","last_updated":"2024-10-28T16:37:57Z","snapshot_observed_at":"2026-07-06T18:55:41.459417Z","submitted_at":"2024-08-01T17:00:08Z","title":"SAM 2: Segment Anything in Images and Videos","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.00714","snapshot_observed_at":"2026-08-07T14:42:14.567092Z","title":"Sam 2: Segment anything in images and videos.arXiv preprint arXiv:2408.00714, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.567092Z"},"links":{"cited_paper":"/paper/2408.00714","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:bafddcffba53c5c59f5795abc100b810c883593693b5d3796474dfccc2b4eb1c","observation_id":"f726654e-9d7e-400c-a045-f27ac2d39fda","resolution":{"observed_at":"2026-08-07T14:42:14.567092Z","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":"2026-08-07T14:42:22.491269Z","title":"React: Synergizing reasoning and acting in language models","venue":null,"work_id":"214b0eb3-0495-4a2e-a1f6-46187c10febd","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.632949Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:b2fe5b4652d0d482f7cb9ee703cced25c671168ffb44e6e133760c316be58c22","observation_id":"c19ec8c8-6135-4149-8d63-52d0bccc7059","resolution":{"observed_at":"2026-08-07T14:42:22.542589Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:14.680592Z","title":"Geneval: An object-focused framework for evaluating text-to-image alignment.Advances in Neural Information Processing Systems, 36:52132–52152, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.680592Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:b70397ca765331ee959ac6a63f1bfe5dde5e244230578d7c1be8ff98afbd8bba","observation_id":"ea4d5b4b-610b-4ebd-8245-6b4e925ce19e","resolution":{"observed_at":"2026-08-07T14:42:14.680592Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:14.753575Z","title":"Language models are few-shot learners","venue":null,"work_id":null,"year":1901},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.753575Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:7f408bb0633f71a2027bc02297d91eff4acd3ad2a1087bcbce50f64ab192400d","observation_id":"4fe01462-5f03-4c9b-8c91-9301c234a943","resolution":{"observed_at":"2026-08-07T14:42:14.753575Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:14.791553Z","title":"Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.791553Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:6ff15e72cc7117f4f4859b18fdd77f417e0212889b16e3a84539e87d3d5bb018","observation_id":"5cf2abd1-23b7-4e0e-9478-e1d94306c630","resolution":{"observed_at":"2026-08-07T14:42:14.791553Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.11171","last_updated":"2023-03-07T17:57:37Z","snapshot_observed_at":"2026-07-06T12:50:22.773056Z","submitted_at":"2022-03-21T17:48:52Z","title":"Self-Consistency Improves Chain of Thought Reasoning in Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.11171","snapshot_observed_at":"2026-08-07T14:42:14.835848Z","title":"Self-consistency improves chain of thought reasoning in language models.arXiv preprint arXiv:2203.11171, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.835848Z"},"links":{"cited_paper":"/paper/2203.11171","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:2ce767381c1263cc547e3a69756db4d8e24a029a89ed5fbb25fbbf59bc528bed","observation_id":"21883778-3bcb-489e-8c6f-78c87da71cb6","resolution":{"observed_at":"2026-08-07T14:42:14.835848Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:14.889713Z","title":"High-resolution image synthesis with latent diffusion models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.889713Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:21649bd84c2c0c497d12321d1b0ee6978c8de1a7fde46cab3ea15cad4d23ec7c","observation_id":"efc979b6-2a8f-4dd7-ac45-49b35dcdcd67","resolution":{"observed_at":"2026-08-07T14:42:14.889713Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2204.06125","last_updated":"2022-04-13T01:10:33Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-04-13T01:10:33Z","title":"Hierarchical Text-Conditional Image Generation with CLIP Latents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2204.06125","snapshot_observed_at":"2026-08-07T14:42:14.930381Z","title":"Hierarchical text-conditional image generation with clip latents.arXiv preprint arXiv:2204.06125, 1(2):3, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:14.930381Z"},"links":{"cited_paper":"/paper/2204.06125","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:dbabef8581a17bbcf27cd068a70ce01ec09cc472ac6974a5245b19fafb47c872","observation_id":"7811eb9d-a81f-4d73-b6cc-c3e2d01c89ba","resolution":{"observed_at":"2026-08-07T14:42:14.930381Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.06525","last_updated":"2024-06-10T17:59:52Z","snapshot_observed_at":"2026-08-13T22:05:34.844117Z","submitted_at":"2024-06-10T17:59:52Z","title":"Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.06525","snapshot_observed_at":"2026-08-07T14:42:15.014923Z","title":"Autore- gressive model beats diffusion: Llama for scalable image generation.arXiv preprint arXiv:2406.06525, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.014923Z"},"links":{"cited_paper":"/paper/2406.06525","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:1e3975c3db02bc5f83b1b7d12a61ca474914970037b869ec0cad7d3c46f34221","observation_id":"047f94c7-6cf7-4353-abce-7e788899fc98","resolution":{"observed_at":"2026-08-07T14:42:15.014923Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:15.058408Z","title":"World model on million-length video and language with ringattention.arXiv e-prints, pages arXiv–2402, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.058408Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:5c110df0ebd40216985243e5f6e31cf405c531630cfe1432bbd1829dc13d466d","observation_id":"93355edb-b6cb-4f20-95bd-c8b0530d506a","resolution":{"observed_at":"2026-08-07T14:42:15.058408Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.17102","last_updated":"2024-02-05T05:04:53Z","snapshot_observed_at":"2026-08-14T09:55:58.225636Z","submitted_at":"2023-09-29T10:01:50Z","title":"Guiding Instruction-based Image Editing via Multimodal Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.17102","snapshot_observed_at":"2026-08-07T14:42:15.110010Z","title":"Guiding instruction- based image editing via multimodal large language models.arXiv preprint arXiv:2309.17102, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.110010Z"},"links":{"cited_paper":"/paper/2309.17102","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:e5e955cc9e317e40ff27d2001b8318238bdb4bbd31ec2eb43b3e82e6255f23a2","observation_id":"607ac154-c566-4875-9c0e-5644832e2e5a","resolution":{"observed_at":"2026-08-07T14:42:15.110010Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:42:15.166819Z","title":"Magicbrush: A manually annotated dataset for instruction-guided image editing.Advances in Neural Information Processing Systems, 36:31428–31449, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.166819Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:4734c79c45a5482950da7ed31ba42ab2d50db40dbcc1a44cb3aa53f193a46f2d","observation_id":"846ba316-977d-4b53-9e16-3ea75b525a3a","resolution":{"observed_at":"2026-08-07T14:42:15.166819Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.07265","last_updated":"2026-06-02T17:11:50Z","snapshot_observed_at":"2026-08-12T12:45:39.253587Z","submitted_at":"2025-03-10T12:47:53Z","title":"WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.07265","snapshot_observed_at":"2026-08-07T14:42:15.217778Z","title":"Wise: A world knowledge-informed semantic evaluation for text-to-image generation.arXiv preprint arXiv:2503.07265, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.217778Z"},"links":{"cited_paper":"/paper/2503.07265","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:1f36beb43fb93d1ece2f26f193636bac1e68a20f476564eb96402213f97361cf","observation_id":"f8f24844-566c-44fe-9aa9-d318806cf511","resolution":{"observed_at":"2026-08-07T14:42:15.217778Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.00426","last_updated":"2023-12-29T16:42:08Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-30T16:18:00Z","title":"PixArt-$\\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.00426","snapshot_observed_at":"2026-08-07T14:42:15.263779Z","title":"Fast training of diffusion transformer for photorealistic text-to-image synthesis.arXiv preprint arXiv:2310.00426, 2023","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.263779Z"},"links":{"cited_paper":"/paper/2310.00426","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:0e847e4fa64de8c097b7f2c07a9fb2ed2e7bb8a1863ce2b41b5ea654b17d07fc","observation_id":"01ee081b-d1ad-4cfe-8d57-84551f0b855d","resolution":{"observed_at":"2026-08-07T14:42:15.263779Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.17245","last_updated":"2024-02-27T06:31:52Z","snapshot_observed_at":"2026-07-06T17:36:01.939242Z","submitted_at":"2024-02-27T06:31:52Z","title":"Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.17245","snapshot_observed_at":"2026-08-07T14:42:15.348189Z","title":"Playground v2","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.348189Z"},"links":{"cited_paper":"/paper/2402.17245","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:250fe22ad343a7335a3d7f4d6fd41c7d3a0d99fde2861a00b9ba0765f61b840f","observation_id":"0fa48ef7-2e71-4413-a217-d20323d6a3f7","resolution":{"observed_at":"2026-08-07T14:42:15.348189Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.00127","last_updated":"2025-04-16T10:04:24Z","snapshot_observed_at":"2026-08-12T16:02:32.102388Z","submitted_at":"2024-11-28T13:00:38Z","title":"Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.00127","snapshot_observed_at":"2026-08-07T14:42:15.410916Z","title":"if execution succeeds, proceed to the next subtask; if it fails, return to the current node for local backtracking","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.410916Z"},"links":{"cited_paper":"/paper/2412.00127","citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:5f8b9c98663986596b2a8895a75cf260e5e626688d7a48b5e52c44b3cc9fa3ee","observation_id":"f82f7973-daeb-4c91-8e21-88af5fb17ed7","resolution":{"observed_at":"2026-08-07T14:42:15.410916Z","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":"2026-08-07T14:42:22.224736Z","title":"A close-up of an old scholar's hands delicately flipping the pages of an ancient manuscript","venue":null,"work_id":"12b6f62e-4e3d-417f-98d5-ee74276c37dd","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.454803Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:4c8723c9c5f1ca7835d2752933dd19652231b97aaad48cc9971d470552f98d80","observation_id":"61ec39f8-fb17-4164-9cf8-2ff05bc9d057","resolution":{"observed_at":"2026-08-07T14:42:22.304394Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:22.063150Z","title":"A lively marketplace where children laugh and vendors showcase colorful handmade goods under warm sunlight","venue":null,"work_id":"05b786a9-df3e-4f5c-bfc9-baa724ee1d6a","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.495069Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:65198c1f4a36edc6912d35eae0c9e0bb78e910b94642babb5bd17e4a93bc139c","observation_id":"3e528073-9070-4bbb-8766-7eca5b1c18df","resolution":{"observed_at":"2026-08-07T14:42:22.127450Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:21.855051Z","title":"A hacker in a hooded jacket, surrounded by glowing holographic data streams in a futuristic Tokyo street","venue":null,"work_id":"54c269a4-587e-41e2-b108-1c842ded8eb7","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.554461Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:6b723e52a794ece46b02fdade48dfa21fc279e044666f89cd6dedfcde8274831","observation_id":"1cd0564f-1c53-4cdf-929a-244fd76a402d","resolution":{"observed_at":"2026-08-07T14:42:21.943540Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:21.715058Z","title":null,"venue":null,"work_id":"6ffc6fea-f79f-4419-946e-cc74a1e93823","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.607341Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:8610692d5294d254dcc747abf967fdd99fea6ad176e4527b6bd7d1822d73a8bb","observation_id":"e44c6a4c-a62b-4763-9842-8ac9aabcada1","resolution":{"observed_at":"2026-08-07T14:42:21.757447Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:21.573222Z","title":null,"venue":null,"work_id":"d84d4505-5123-4aec-abd1-919c7937195b","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.680057Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:f7bfa3273a29cf3dded04c1a8458afe8d90b1beb8dce4dfb57e89b898b41f22e","observation_id":"2271502c-178a-46e3-9279-e039a37eb0ec","resolution":{"observed_at":"2026-08-07T14:42:21.632079Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:21.484105Z","title":null,"venue":null,"work_id":"07f6ba0f-487a-4787-96a5-bc4264b9705e","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.728849Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:38a228c1c2ae9fa0b8d3dbabaf519b6f6391fe3ab422a4d17d359ffd241c9aca","observation_id":"5132d206-6614-4f51-8654-a966443b4a93","resolution":{"observed_at":"2026-08-07T14:42:21.531117Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:21.284432Z","title":null,"venue":null,"work_id":"47336be9-b31f-4252-8531-7a1027eb6315","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.762208Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:82ddd0ad2eabcb4a35ecf24e7c8c45c541bafca4e98d1b430aa9af96285d9476","observation_id":"52499fa0-4d91-45be-a5bc-501bfc6292f1","resolution":{"observed_at":"2026-08-07T14:42:21.378812Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:21.160243Z","title":null,"venue":null,"work_id":"f391e4e0-239b-48d0-ae7f-77351b88fe0d","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.803773Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:52873b8ab9d2b42de9fe0e638175ac2733e2175e72de9f8f9b3afe6e6655782f","observation_id":"1c93a870-a4fa-4608-a70e-bc6b4e07bb14","resolution":{"observed_at":"2026-08-07T14:42:21.195549Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:21.029758Z","title":null,"venue":null,"work_id":"5547fb80-7e66-43c5-b07b-188ed980cb6c","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.865249Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:642eaba22f2fb59fb8c198de04c9940b26e5bbdea4e6c84656ca06e45b61f65c","observation_id":"f79b8e28-7f9d-43c0-8a66-521ffd754acf","resolution":{"observed_at":"2026-08-07T14:42:21.071123Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:20.913175Z","title":"If no suitable workflow can proceed with the task, return a failure signal","venue":null,"work_id":"7bab4389-021c-428e-a65d-6dde461e7a30","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.897695Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:41da6f228782fc666cacf1ef6592cd9d926a860586e19b9faf839e549e6b9ee8","observation_id":"ca5376c2-3124-40e2-8029-922be4157bf5","resolution":{"observed_at":"2026-08-07T14:42:20.967981Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:20.792009Z","title":"Think step by step: if only one workflow call is needed, remaining_steps = 0","venue":null,"work_id":"23b96b8f-b016-4fae-9af2-669c56f7e576","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.950260Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:f809fc63e5e48c4fa5afe6f088d3a8582ba90b2d7e2dd9f1309824b81b8aa146","observation_id":"f83de488-6088-4570-ba72-db8f911c121f","resolution":{"observed_at":"2026-08-07T14:42:20.855176Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:20.633189Z","title":"The Object","venue":null,"work_id":"9ea6ef4f-38ea-473f-bb14-305963226313","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:15.989953Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:65b7789dc47b90dd1645465f249aee973f35d083bcc8f285d204d43f88593294","observation_id":"58e2dbf8-b31a-47c3-bb96-57d3097ec0d4","resolution":{"observed_at":"2026-08-07T14:42:20.726968Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:20.416796Z","title":null,"venue":null,"work_id":"16c79834-6149-497b-8152-351a32a0f1a9","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.011382Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:aad875d716225e385dc86e2a587a236bc07f5836cb0ad08c651f5b8483c458e3","observation_id":"d7dca5bd-8048-40a0-89c2-741954c43765","resolution":{"observed_at":"2026-08-07T14:42:20.500492Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:20.250740Z","title":null,"venue":null,"work_id":"64ddbacc-aa25-430f-a552-0b65618370cb","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.062473Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:dac953ec47c41d0d31d1356e88be1a860fe7e61953883523a5796ddce6b60cb8","observation_id":"bcb3a00a-f962-43d6-86e3-533b041a49ff","resolution":{"observed_at":"2026-08-07T14:42:20.322741Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:20.125251Z","title":"Replace Object","venue":null,"work_id":"42e7b956-56d4-4dad-93e1-6d88ecd546cb","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.136123Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:1db9ae3735f59b3964e0a957c721d9bd2f13f7cf7b170ac3e73af66f9eb7c769","observation_id":"61357ec3-c684-4345-a1b8-72a5b6611de7","resolution":{"observed_at":"2026-08-07T14:42:20.171736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:19.820462Z","title":"Create a video of the cityscape with the perspective changing based on the image","venue":null,"work_id":"49ae2bdc-99c5-478d-8cd9-c363430586c6","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.197673Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:8a8d683ffd38e963dc7ad6e7284e88fc6ccf5f3c7fe72a3ee95d0199f07a349e","observation_id":"b5cea2de-34d3-4011-ad12-4422e9f966d3","resolution":{"observed_at":"2026-08-07T14:42:19.967879Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:19.718618Z","title":"Totally follow the JSON schema of the input","venue":null,"work_id":"f81b7b7d-e2c9-4166-90b6-82aecce2a131","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.259140Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:a676496c38be54f9ca524ae872197466aa261d61b6dc662af3a22eb647d93322","observation_id":"825fad03-02d9-4469-9722-d2313977bbc2","resolution":{"observed_at":"2026-08-07T14:42:19.765109Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:19.628926Z","title":"Then add the content of the new added input parameters and them to instruction","venue":null,"work_id":"69c16233-b926-4770-bb8a-9262bd255dc6","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.372368Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:75f715e75937d7a8c75f0222c6d14317b4165cce865cca0ae7a72bc2e957967a","observation_id":"cb5168c7-c2fa-4111-91b9-cbda32e59867","resolution":{"observed_at":"2026-08-07T14:42:19.670618Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:19.407616Z","title":"For example, the user asked you to generate an image first and then upscale it","venue":null,"work_id":"0a8d7af3-bc5e-4b50-bec0-ad2de609f907","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.461959Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:4bb157a4829f554499dba962b8af938c2a8c3d4de55b75a097a01eade9241218","observation_id":"11d3f2b1-a86e-496f-a592-682e46439170","resolution":{"observed_at":"2026-08-07T14:42:19.521554Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:19.134493Z","title":"For example, The instruction:generate an image with a resolution of XXX or a video with a duration of XXX","venue":null,"work_id":"a72f86e3-b4dc-4989-9782-ed0b16ca147c","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.526296Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:4547059bb52954e785479f60696a3e67cf6c63479cdf138d2fb401edb2e4307d","observation_id":"3786bf0f-cf65-47f5-98ef-f2c21d398633","resolution":{"observed_at":"2026-08-07T14:42:19.264138Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:18.911486Z","title":"file_meta_info","venue":null,"work_id":"66797956-37b7-41a9-97e8-3163d6eea6ad","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.572301Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:923762fa5989382a31ef56f154a1d71ceb67bd88cee2315cecb6f08cde4d2765","observation_id":"3752f004-dfe5-42d5-a159-616da2fc2d61","resolution":{"observed_at":"2026-08-07T14:42:19.008268Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:18.705755Z","title":"the image, the video, ...etc.)","venue":null,"work_id":"f19e1919-75c4-4c5e-999f-56a2ce2ba474","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.675186Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:8484757c23b11920edf479a0960449bb0990774e165cc5be1c3f5ab1896243da","observation_id":"9151d0c8-366f-450a-8a25-b0b8f5ea76e8","resolution":{"observed_at":"2026-08-07T14:42:18.803049Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:18.540155Z","title":"- Identify any specific features or areas relevant to the user's request (e.g., determining where to place an object like a small dog)","venue":null,"work_id":"55b974b6-8c25-490b-8276-a122961f4d38","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.742654Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:b98b0373c063b42fa0e1c868a8b82168f1b7973b0b5023584ba9b322704dba7b","observation_id":"5f6d61ab-bbe9-4e77-be99-3121d3450eeb","resolution":{"observed_at":"2026-08-07T14:42:18.591535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:18.352338Z","title":"- Ensure you fully grasp the requirements before proceeding with any changes","venue":null,"work_id":"f5728d7f-cbb5-4cd2-ab68-e5f81f725946","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.789010Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:9e5c9260547f91303843eb5e34838e0fa22f2b5dea4715f4a6519ca16a495e37","observation_id":"ceeed1b6-730f-43da-89b3-be6916056a1e","resolution":{"observed_at":"2026-08-07T14:42:18.414298Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:18.170448Z","title":"- Identify which hyperparameters control the aspects you need to modify based on the user's request (e.g","venue":null,"work_id":"a96269c3-a894-4fe0-a5af-1a29078199e9","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.843415Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:78bf0639fd59745502af03636c2fae24c738f0bfec736cb28af5583d85a704e5","observation_id":"e5589c37-2f90-44d4-85e7-041056907974","resolution":{"observed_at":"2026-08-07T14:42:18.264842Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:17.934769Z","title":"- Base your modifications on the analysis of the visual input and the user's specific demands","venue":null,"work_id":"d8754334-272d-4223-a5c1-40f8aa670b1e","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.893278Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:3273f1c698e5144d487249bf4941ab551773cbeede90f0a628fbccee643a9626","observation_id":"7d4bc5ff-bc30-4ded-a628-47b3218e61a9","resolution":{"observed_at":"2026-08-07T14:42:18.041982Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-07T14:42:17.697828Z","title":"- Ensure the output is easy to understand and directly addresses the user's needs","venue":null,"work_id":"d6ac3c0e-2bb1-4c33-8886-2d937eff12ff","year":null},"citing_paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:16.933550Z"},"links":{"citing_paper":"/paper/2505.17908"},"observation_digest":"sha256:6766bdb0ef0299499cb66a7944952ec70e34f80b519a270a9fb417c3c1ff3dbd","observation_id":"1a29afc2-56d5-4958-a17b-6eb824dfc533","resolution":{"observed_at":"2026-08-07T14:42:17.810897Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.17908","last_updated":"2025-05-23T13:53:03Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-12T05:19:40.104957Z","submitted_at":"2025-05-23T13:53:03Z","title":"ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback"},"reference_resolution":{"displayed":80,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":53,"verified_exact":0,"verified_fuzzy":27},"total_outbound_references":80},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 3 inbound Pith citation observations for arXiv:2505.17908."}