{"as_of":"2026-08-10T04:21:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:4754b90f6471fcc6587c12c135b60186ad73d04429ddc82e93070984576c9984","coverage":[{"denominator":29,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":29,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T20:28:22.445450Z","state":"measured"},{"denominator":29,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":29,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2509.09732/citation-record","integrity":"/paper/2509.09732/integrity","json":"/paper/2509.09732/citation-record.json","paper":"/paper/2509.09732"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.09425","last_updated":"2025-05-13T06:30:11Z","snapshot_observed_at":"2026-08-07T14:34:26.482858Z","submitted_at":"2025-01-16T09:55:42Z","title":"Vision-Language Models Do Not Understand Negation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.09425","snapshot_observed_at":"2026-08-04T20:28:21.003431Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.003431Z"},"links":{"cited_paper":"/paper/2501.09425","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:50866e5628adc56b5327cc119eca035405ca9f879e4a13cad742329d94f6af59","observation_id":"af5a841d-b63e-4378-9185-5f06f40dddbf","resolution":{"observed_at":"2026-08-04T20:28:21.003431Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.09837","last_updated":"2025-03-14T01:44:17Z","snapshot_observed_at":"2026-08-07T17:08:54.558137Z","submitted_at":"2025-03-12T20:58:16Z","title":"On the Limitations of Vision-Language Models in Understanding Image Transforms","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.09837","snapshot_observed_at":"2026-08-04T20:28:21.054766Z","title":"M.; Ali, H.; and Sarfraz, S","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.054766Z"},"links":{"cited_paper":"/paper/2503.09837","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:c3f5474e2d4354a1b8f97709ba15e84c0c534d707e38fd7b173c15762cce45fb","observation_id":"db644daa-3b7f-415c-8e2b-6095940a2841","resolution":{"observed_at":"2026-08-04T20:28:21.054766Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.12966","last_updated":"2023-10-13T02:41:28Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-08-24T17:59:17Z","title":"Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.12966","snapshot_observed_at":"2026-08-04T20:28:21.094774Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.094774Z"},"links":{"cited_paper":"/paper/2308.12966","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:828924cfb75ee47d4fcc94a0adc29194adfa0b8086ff821126ca3bc540cb4e06","observation_id":"f9088cf7-a8d0-42cd-8f3a-9008a3c91748","resolution":{"observed_at":"2026-08-04T20:28:21.094774Z","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":"2026-08-04T20:28:21.125484Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.125484Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:395595710fb7ad3c4c5008510857a103c514d02e48968fb07b4884bbeb9cc34a","observation_id":"5221d29c-9c2e-45a0-adc6-950cbe3df1d8","resolution":{"observed_at":"2026-08-04T20:28:21.125484Z","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":"2026-08-04T20:28:21.153935Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.153935Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:558819f49abba6dc67c70297eebdf0df081a8019674a273f313b1802b0ab4acc","observation_id":"f521754f-badd-493e-ab6b-cde72d294693","resolution":{"observed_at":"2026-08-04T20:28:21.153935Z","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":"2026-08-04T20:28:21.184765Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.184765Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:8e73a2577a2e58425ae06c1027f5cca57eb4ae2dcf29985b737c26c7c3cb52d4","observation_id":"2216bff9-1500-47cd-bf96-634cae1af1b7","resolution":{"observed_at":"2026-08-04T20:28:21.184765Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.11201","last_updated":"2025-04-21T15:37:50Z","snapshot_observed_at":"2026-07-30T21:08:39.124232Z","submitted_at":"2024-10-15T02:37:39Z","title":"Tree of Attributes Prompt Learning for Vision-Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.11201","snapshot_observed_at":"2026-08-04T20:28:21.224757Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.224757Z"},"links":{"cited_paper":"/paper/2410.11201","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:88e121c02a9a916ed3a20895e08ad08f03ec7866979d95af7805d5d1766c6c30","observation_id":"3fae005a-23bf-4194-a297-011c52c50c1c","resolution":{"observed_at":"2026-08-04T20:28:21.224757Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.04560","last_updated":"2023-10-06T19:55:21Z","snapshot_observed_at":"2026-08-04T23:16:40.305780Z","submitted_at":"2023-10-06T19:55:21Z","title":"Talk like a Graph: Encoding Graphs for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.04560","snapshot_observed_at":"2026-08-04T20:28:21.264767Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.264767Z"},"links":{"cited_paper":"/paper/2310.04560","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:a3b5c7777d3a45f25eefe36a9fc8d0e2a70d04c62bc69f333cbd4d346ba9e8e0","observation_id":"c3ab1004-7899-47af-a827-4fe81b49e719","resolution":{"observed_at":"2026-08-04T20:28:21.264767Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.03940","last_updated":"2024-08-07T17:59:40Z","snapshot_observed_at":"2026-08-06T11:14:26.449257Z","submitted_at":"2024-08-07T17:59:40Z","title":"How Well Can Vision Language Models See Image Details?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.03940","snapshot_observed_at":"2026-08-04T20:28:21.305713Z","title":"F.; Zhu, D.; Cai, J.; Rezatofighi, H.; and Elhoseiny, M","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.305713Z"},"links":{"cited_paper":"/paper/2408.03940","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:b430e2a4fa6a42773c255b186dbac6c1c9c89a04947b449ea0516643d450abeb","observation_id":"cd606739-cd47-4479-aba7-51ae59ff4e91","resolution":{"observed_at":"2026-08-04T20:28:21.305713Z","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":"2026-08-04T20:28:21.344762Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.344762Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:a39d33c65d01c695aac40e36566ca649a9185fe15568adec0da79c3368a38ed9","observation_id":"aeb82cb5-7cbb-46ce-b833-ee57ad5da61c","resolution":{"observed_at":"2026-08-04T20:28:21.344762Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.04892","last_updated":"2024-11-07T17:31:21Z","snapshot_observed_at":"2026-08-08T08:17:40.682416Z","submitted_at":"2024-11-07T17:31:21Z","title":"In the Era of Prompt Learning with Vision-Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.04892","snapshot_observed_at":"2026-08-04T20:28:21.391300Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.391300Z"},"links":{"cited_paper":"/paper/2411.04892","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:1f8d0ca472d1f5819e0c1ac9602b77102dfc07654389f7dd50dc718a300ecdbd","observation_id":"21434bd9-6f28-4f9c-869e-ff77b7aa0f64","resolution":{"observed_at":"2026-08-04T20:28:21.391300Z","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":"2026-08-04T20:28:21.424755Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.424755Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:695ff9f09de04348ae2fd7087de235348f5ed07f2a702ddbda306579942bf537","observation_id":"c94e9ab6-ce85-4c24-a90f-3205281ba662","resolution":{"observed_at":"2026-08-04T20:28:21.424755Z","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":"2026-08-04T20:28:21.457721Z","title":null,"venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.457721Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:8a43b77d1a9090bc8a0a7b13f1050ef5daf696d9570a1e4d9f53c5562626fd75","observation_id":"8069b16b-cce1-49fd-82ac-47d9ccbf1189","resolution":{"observed_at":"2026-08-04T20:28:21.457721Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.02189","last_updated":"2025-04-06T03:12:51Z","snapshot_observed_at":"2026-07-06T20:16:27.318761Z","submitted_at":"2025-01-04T04:59:33Z","title":"A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.02189","snapshot_observed_at":"2026-08-04T20:28:21.482679Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.482679Z"},"links":{"cited_paper":"/paper/2501.02189","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:1ad80d9db45cf502002deeca433635dad54f124d9027a66cefe52b96e6af08cc","observation_id":"3e5ab66a-f1ba-4545-98e2-7c42513df05e","resolution":{"observed_at":"2026-08-04T20:28:21.482679Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.08485","last_updated":"2023-12-11T17:46:14Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-04-17T17:59:25Z","title":"Visual Instruction Tuning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.08485","snapshot_observed_at":"2026-08-04T20:28:21.497203Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.497203Z"},"links":{"cited_paper":"/paper/2304.08485","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:93b23ee0a6aaebc4d83f75fea818e13999c43f680fbca0ccba6aea1b92c0c690","observation_id":"9fd9b59f-d7e5-4e67-8bf9-ea710d857dd8","resolution":{"observed_at":"2026-08-04T20:28:21.497203Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.03172","last_updated":"2023-11-20T23:09:34Z","snapshot_observed_at":"2026-07-06T15:51:12.179086Z","submitted_at":"2023-07-06T17:54:11Z","title":"Lost in the Middle: How Language Models Use Long Contexts","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.03172","snapshot_observed_at":"2026-08-04T20:28:21.516938Z","title":"F.; Lin, K.; Hewitt, J.; Paranjape, A.; Bevilacqua, M.; Petroni, F.; and Liang, P","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.516938Z"},"links":{"cited_paper":"/paper/2307.03172","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:47eea532606dddfaa15ed81b923209635e0ec73bb8bd2f4889b0facc1f4df5d8","observation_id":"0b9744b8-b6d5-4615-9870-4e140fbcc7f6","resolution":{"observed_at":"2026-08-04T20:28:21.516938Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-04T20:28:21.535714Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.535714Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:b8cd1117d3eb7204108d42d6dc5448acc8ecc55a6d9b5463fab591e98902f3ed","observation_id":"a94ce67a-6212-4858-916e-265ce0124a9a","resolution":{"observed_at":"2026-08-04T20:28:21.535714Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2103.00020","last_updated":"2021-02-26T19:04:58Z","snapshot_observed_at":"2026-07-06T10:45:03.059688Z","submitted_at":"2021-02-26T19:04:58Z","title":"Learning Transferable Visual Models From Natural Language Supervision","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2103.00020","snapshot_observed_at":"2026-08-04T20:28:21.554007Z","title":"W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; Krueger, G.; and Sutskever, I","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.554007Z"},"links":{"cited_paper":"/paper/2103.00020","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:4ebc28b4384bded98126139cbd50193c0f8e27d1447b262b158b9963650a5942","observation_id":"029881b6-acae-4be7-8490-03dac2d4526c","resolution":{"observed_at":"2026-08-04T20:28:21.554007Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.02460","last_updated":"2024-04-03T22:23:25Z","snapshot_observed_at":"2026-08-08T21:45:40.970538Z","submitted_at":"2024-01-04T08:39:13Z","title":"Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.02460","snapshot_observed_at":"2026-08-04T20:28:21.574263Z","title":"V.; and Maji, S","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.574263Z"},"links":{"cited_paper":"/paper/2401.02460","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:54c9de13569d5ad2a4ab9d0486c610dfe0ec043103531001089e9526dd7b8c1a","observation_id":"2de1ca38-3d58-4163-aefd-5d17ee11c390","resolution":{"observed_at":"2026-08-04T20:28:21.574263Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.16407","last_updated":"2024-11-25T14:12:24Z","snapshot_observed_at":"2026-07-06T19:56:34.733027Z","submitted_at":"2024-11-25T14:12:24Z","title":"A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.16407","snapshot_observed_at":"2026-08-04T20:28:21.587664Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.587664Z"},"links":{"cited_paper":"/paper/2411.16407","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:2bc2f8eac0c7f14006c2f0be444cb211943ea90f2b9fd41481e0d1a6045944c3","observation_id":"94e703f5-954c-42f1-9a41-a04b60df07c0","resolution":{"observed_at":"2026-08-04T20:28:21.587664Z","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":"2026-08-04T20:28:21.611759Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.611759Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:1a8d67926dd44c626ff50487ffbed68c73b9f1d4c0864a5df8502784a67a6c25","observation_id":"e7cfc6bd-83ba-4598-93dd-0ff815063caa","resolution":{"observed_at":"2026-08-04T20:28:21.611759Z","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":"2026-08-04T20:28:21.646110Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.646110Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:844dc267a8e3796aaf58d31bd48488df48f188b6d3b528ad17328b0a7ab98349","observation_id":"74348db9-0077-4152-94fd-19ec68399a5f","resolution":{"observed_at":"2026-08-04T20:28:21.646110Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.11301","last_updated":"2024-05-18T14:12:04Z","snapshot_observed_at":"2026-07-06T18:16:11.502190Z","submitted_at":"2024-05-18T14:12:04Z","title":"Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.11301","snapshot_observed_at":"2026-08-04T20:28:21.776365Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.776365Z"},"links":{"cited_paper":"/paper/2405.11301","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:3d333a6af4d56d5c16c142c1a7e68612ab8f9a3fea7a7e89a0e0c22747657ba2","observation_id":"343a1966-8386-4df3-a720-f36c4b0a31d7","resolution":{"observed_at":"2026-08-04T20:28:21.776365Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.16048","last_updated":"2024-06-18T07:12:47Z","snapshot_observed_at":"2026-08-05T09:28:12.210901Z","submitted_at":"2023-06-28T09:29:06Z","title":"Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.16048","snapshot_observed_at":"2026-08-04T20:28:21.896837Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.896837Z"},"links":{"cited_paper":"/paper/2306.16048","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:48c7aabba508dd035aff636000da416dfdf9125176811f401e0995049d9844dd","observation_id":"f50ca788-eafd-4f1c-9579-2ae256909e5c","resolution":{"observed_at":"2026-08-04T20:28:21.896837Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.17345","last_updated":"2025-01-15T12:46:07Z","snapshot_observed_at":"2026-08-09T03:24:14.032286Z","submitted_at":"2023-12-28T20:26:03Z","title":"3VL: Using Trees to Improve Vision-Language Models' Interpretability","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.17345","snapshot_observed_at":"2026-08-04T20:28:21.986990Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:21.986990Z"},"links":{"cited_paper":"/paper/2312.17345","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:b17685f5178c99322785882d14f9159bc43c10fe0561ad2b6ab93bfdda94ac15","observation_id":"45d68678-604d-4ed8-9009-15a463208fe4","resolution":{"observed_at":"2026-08-04T20:28:21.986990Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.16198","last_updated":"2024-10-21T17:00:06Z","snapshot_observed_at":"2026-08-08T03:30:51.616377Z","submitted_at":"2024-10-21T17:00:06Z","title":"Improve Vision Language Model Chain-of-thought Reasoning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.16198","snapshot_observed_at":"2026-08-04T20:28:22.099884Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:22.099884Z"},"links":{"cited_paper":"/paper/2410.16198","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:e9fd8b85f5fc0340956bf4b391d358cdb4da36a9e261c8b8d26f43f3f3c8df9c","observation_id":"9b64d19a-1153-4f5d-ae08-f16d1edee1be","resolution":{"observed_at":"2026-08-04T20:28:22.099884Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.18415","last_updated":"2024-11-03T18:23:45Z","snapshot_observed_at":"2026-08-08T18:13:25.984360Z","submitted_at":"2024-05-28T17:57:06Z","title":"Why are Visually-Grounded Language Models Bad at Image Classification?","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.18415","snapshot_observed_at":"2026-08-04T20:28:22.267079Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:22.267079Z"},"links":{"cited_paper":"/paper/2405.18415","citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:9a017e26a27cb7b3f9b53154dbcd1f43aa91a0cfccc445d4d00d7444487e7b0c","observation_id":"9df4ce5f-c840-4476-becc-a370ef38184e","resolution":{"observed_at":"2026-08-04T20:28:22.267079Z","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":"2026-08-04T20:28:22.355047Z","title":", \" * write output.state after.block = add.period write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:22.355047Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:4e7095b885e0ea8f6200afff7f2a4230347285337c95b1a8525c7cfc790cfe1c","observation_id":"e7829442-6e77-4fc9-afef-aee6495152ab","resolution":{"observed_at":"2026-08-04T20:28:22.355047Z","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":"2026-08-04T20:28:22.445450Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-04T20:28:22.445450Z"},"links":{"citing_paper":"/paper/2509.09732"},"observation_digest":"sha256:62bdc5e0c09ab9789b93f6ce30de030270d976a9ce6cc2bf122803c9df142602","observation_id":"b76a722b-67c3-4356-b60c-ee89272ac1d2","resolution":{"observed_at":"2026-08-04T20:28:22.445450Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2509.09732","last_updated":"2025-09-10T13:08:03Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-09T18:45:49.898879Z","submitted_at":"2025-09-10T13:08:03Z","title":"Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs"},"reference_resolution":{"displayed":29,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":29,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":29},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2509.09732."}