{"as_of":"2026-08-10T12:19:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:cf2761145cf32aa31677a45929638418b45087141a17fb5315c5c2aa1ec71ced","coverage":[{"denominator":19,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":19,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T12:36:38.938379Z","state":"measured"},{"denominator":19,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":19,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+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/2507.21694/citation-record","integrity":"/paper/2507.21694/integrity","json":"/paper/2507.21694/citation-record.json","paper":"/paper/2507.21694"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T12:36:40.189638Z","title":"All Artificial, Less Intelligence: GenAI through the Lens of Formal Verification","venue":null,"work_id":"bc6a6688-8ea4-40de-9e5b-55896d4adc20","year":2024},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.127255Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:cc19d36c542a9452f6b746ddc3138667b02a3a0468c0a960d4d5a3348048aafd","observation_id":"4b60b147-1ce4-4256-9b72-c0573e4cc396","resolution":{"observed_at":"2026-08-06T12:36:40.193963Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.173511Z","title":"MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework","venue":null,"work_id":"a5c851bf-a32e-41d9-9751-efd9dd172b38","year":2024},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.174027Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:fd182273e6b2b2cda0708f591d45c4fabd4db3f59476e26c88b51383550633f1","observation_id":"5237777f-1dba-4a25-b731-65500e43ca1e","resolution":{"observed_at":"2026-08-06T12:36:40.178458Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.158140Z","title":"Invited Paper: Software/Hardware Co-design for LLM and Its Application for Design Verification,","venue":null,"work_id":"ddcf2d08-5f18-48b4-8fd5-69b1e323cdbe","year":2024},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.224459Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:b251e0193a3e50ff9d3085c353a3d96e1db45a6e35a357b6f9e137512981019f","observation_id":"1332b12a-1111-4397-8a09-6c7a3a1ec89b","resolution":{"observed_at":"2026-08-06T12:36:40.162488Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.142664Z","title":"GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models,","venue":null,"work_id":"7421fc53-7167-4a79-850d-1d11ce769c3b","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.328893Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:1bb654806ff229032227ac2f85dfb3839cdc0c9bf8d5c8462497bef7db1e8ad0","observation_id":"706205a1-7d23-4ca8-936e-984876d75752","resolution":{"observed_at":"2026-08-06T12:36:40.147426Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.127649Z","title":"Mermaid: Generate diagrams from markdown -like text","venue":null,"work_id":"005a4d16-4a84-4aaa-98a8-8856320eca5b","year":2014},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.389501Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:ac5bb81f8e4375acbe3080217bd9ed29f4228a3b18d1a8d8c057cdb6306ebc9c","observation_id":"8debb07e-339e-4331-a1ad-a1625ae41dc3","resolution":{"observed_at":"2026-08-06T12:36:40.132029Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.112866Z","title":"Building cooperative embodied agents modularly with large language models","venue":null,"work_id":"26f8dfb0-c495-4376-b217-421b64414efa","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.453300Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:94a877f6bed263c033ae79b09de0ea5ccff84e90ee3e801d0ef41c79f3137770","observation_id":"e752153a-53fd-483b-b667-a7ee2593674b","resolution":{"observed_at":"2026-08-06T12:36:40.117654Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.097752Z","title":"Multi -party chat: Conversational agents in group settings with humans and models","venue":null,"work_id":"fe1b42a5-f8fb-4178-a5d9-67be0ab6080c","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.523513Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:3393b151f2c4269aed0ad290a5db0f9696a1599e578f1e31f25ed8cc8d77c580","observation_id":"bae4dbee-2973-49a6-ad9a-5bacb7522f27","resolution":{"observed_at":"2026-08-06T12:36:40.102627Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:37.606593Z","title":"Multi-agent collaboration: Harnessing the power of intelligent llm agents, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.606593Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:1d4424ba956da351371086a387d57ba6d23e5fc060ec90cc3066a0f90d0fd552","observation_id":"bfa76e10-1dab-4548-bd30-5696ba44286e","resolution":{"observed_at":"2026-08-06T12:36:37.606593Z","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":"2026-08-06T12:36:40.072579Z","title":"Chain -of-thought prompting elicits reasoning in large language models","venue":null,"work_id":"39a7bdd4-969d-47e1-b5de-90daa9353db2","year":2022},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.770298Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:233e8d79082270c08e1d45ed04ee21faed618d13b5567b43118fba676068f617","observation_id":"a10fc70e-0c8f-4ea6-b5ed-2abf0ef8c4fa","resolution":{"observed_at":"2026-08-06T12:36:40.077391Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.057429Z","title":"Reflexion: an autonomous agent with dynamic memory and self -reflection","venue":null,"work_id":"7c16c93d-c015-4bfa-84fd-7214ae49292b","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.873081Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:b0678daf67113572f53aabfbcb5e7be7bef96f4ee3b151ae030f8153ba6f57ec","observation_id":"4d1c3c71-86e5-4946-a6b8-6251d7af26c2","resolution":{"observed_at":"2026-08-06T12:36:40.061991Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.041934Z","title":"Webarena: A realistic web environment for building autonomous agents","venue":null,"work_id":"eec96f3d-52ad-4c04-82a7-86d4b4fbb982","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:37.997364Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:f8935f29605631aebf97cd3f1314c02f78915cba2dd6fa60259e5866ad07e040","observation_id":"0ac31775-81ce-4e02-8e61-f3752cc91597","resolution":{"observed_at":"2026-08-06T12:36:40.046732Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:40.026599Z","title":"Unleashing cognitive synergy in large language models: A task-solving agent through multi-persona self-collaboration","venue":null,"work_id":"0d6a9307-1e47-44b6-ab2f-1aaafe89c498","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.160439Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:b2440826b7c581dc6027ddbeea5ecf18b5665d4a566b0a9692e89d09afb9afc2","observation_id":"337e44cd-c977-4014-b059-09ca3072e71f","resolution":{"observed_at":"2026-08-06T12:36:40.031486Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:38.174524Z","title":"Large language models as tool makers","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.174524Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:64c2c749910150a72a03936a08f1ffa443b177c6b39ff32508546dea3303cd37","observation_id":"28aed35b-af35-438e-88b1-7fabf687791a","resolution":{"observed_at":"2026-08-06T12:36:38.174524Z","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":"2026-08-06T12:36:39.875260Z","title":"Generative agents: Interactive simulacra of human behavior","venue":null,"work_id":"a4ba24bb-8777-474d-b163-a9eba0e81d74","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.262432Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:69d45955c3b1fd1f78a1b983080aef718504dae93def1b43818ceb49f073fa08","observation_id":"5242e026-01f6-44d6-b980-fecd75073962","resolution":{"observed_at":"2026-08-06T12:36:39.970596Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:39.621927Z","title":"Unified Automation Verification Management Approach","venue":null,"work_id":"4af3bbe5-2900-42e0-8d35-97e8f425c37e","year":2021},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.384752Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:98aea3af7fed37ad3f15a4560e277f42f86925bc1b5d3bd3593266f5c8978a2a","observation_id":"b1781d2e-9194-43a4-abe1-60753bdc7996","resolution":{"observed_at":"2026-08-06T12:36:39.739217Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T12:36:38.476555Z","title":"Chipgpt: How far are we from natural language hardware design","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.476555Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:349c29c938b323b7c661e81ee1da239ba9f2da0aa418b90cd857db9cbb079dd7","observation_id":"d07f8d2e-f32f-4d5a-b229-d7c354484554","resolution":{"observed_at":"2026-08-06T12:36:38.476555Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.07257","last_updated":"2024-05-01T10:43:36Z","snapshot_observed_at":"2026-08-07T05:54:06.933164Z","submitted_at":"2024-03-12T02:26:30Z","title":"The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.07257","snapshot_observed_at":"2026-08-06T12:36:38.657858Z","title":"The dawn of ai-native eda: Promises and challenges of large circuit models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.657858Z"},"links":{"cited_paper":"/paper/2403.07257","citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:1826a15a26626c65ba3a7022a7e44a6bab4c25156d6ba726edd0fd2fcd83f5f5","observation_id":"5989ffb7-2a52-4f37-b701-bb64fd666b53","resolution":{"observed_at":"2026-08-06T12:36:38.657858Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09288","last_updated":"2023-07-19T17:08:59Z","snapshot_observed_at":"2026-08-07T12:56:43.323460Z","submitted_at":"2023-07-18T14:31:57Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09288","snapshot_observed_at":"2026-08-06T12:36:38.804062Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.804062Z"},"links":{"cited_paper":"/paper/2307.09288","citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:59bfdb9d3c2a4d28026b5f33aac62d96075b4426ce9a9c83648e7868a34adbe2","observation_id":"bfb3833c-73ed-4615-8e11-2bec49d481f8","resolution":{"observed_at":"2026-08-06T12:36:38.804062Z","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":"2026-08-06T12:36:39.328188Z","title":"human\" shows time (in hours) required for human engineers to complete tasks independently","venue":null,"work_id":"f0766370-716d-4f00-8c9e-eab7ea979ea2","year":2023},"citing_paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T12:36:38.938379Z"},"links":{"citing_paper":"/paper/2507.21694"},"observation_digest":"sha256:410f55af7883c7b7a13552a7f8deda187e85e0240134f2018f4026c9b64e8b25","observation_id":"4217fef5-bb0c-4e8e-beb7-ae08758630ef","resolution":{"observed_at":"2026-08-06T12:36:39.481144Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.21694","last_updated":"2025-07-29T11:17:47Z","latest_version":1,"primary_category":"cs.AR","snapshot_observed_at":"2026-08-06T12:36:35.701564Z","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation"},"reference_resolution":{"displayed":19,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":0,"verified_fuzzy":14},"total_outbound_references":19},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2507.21694."}