{"as_of":"2026-08-09T02:06:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:300c74cab11755fed3d215a5ed8ca8b68d3761f8863c3e8559c386cc56bd8826","coverage":[{"denominator":15,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":15,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-02T08:24:00.610384Z","state":"measured"},{"denominator":15,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":15,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+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/2607.16269/citation-record","integrity":"/paper/2607.16269/integrity","json":"/paper/2607.16269/citation-record.json","paper":"/paper/2607.16269"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T08:23:59.704292Z","title":"Integrated sensing and communications: Toward dual- functional wireless networks for 6G and beyond,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-02T08:23:59.704292Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:52be5443fed0b7bbc988b99439b82ac887bdb968060cb448e253162e85db9247","observation_id":"626ef603-35ce-4977-bd03-55c9a5c59bf1","resolution":{"observed_at":"2026-08-02T08:23:59.704292Z","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":"2026-08-02T08:23:59.776076Z","title":"A survey on fundamental limits of integrated sensing and communication,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-02T08:23:59.776076Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:47a526c1f51906e1d357fe4cbe9c23b01113a7e237b4d4d8aebad6595663fb7b","observation_id":"2dcf0002-8328-4a2d-9e9b-96edd30bdff0","resolution":{"observed_at":"2026-08-02T08:23:59.776076Z","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":"2026-08-02T08:23:59.841318Z","title":"Integrated sensing and communications: Recent advances and ten open challenges,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-02T08:23:59.841318Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:00f779595784cba6ed630432742eb0653edc0a8077a90c94ae1cb2d337213cdd","observation_id":"ca910ac3-f216-4bd2-a806-e82c73460e23","resolution":{"observed_at":"2026-08-02T08:23:59.841318Z","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":"2026-08-02T08:23:59.924110Z","title":"Resource al- location for UA V-enabled integrated sensing and communication (ISAC) via multi-objective optimization,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-02T08:23:59.924110Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:4deee3b0af4d8d67a839ee20f6842d95081414205897c714b7880ae7de25c371","observation_id":"eb7c3f4e-ea4e-43a6-ad38-9f0474fb4794","resolution":{"observed_at":"2026-08-02T08:23:59.924110Z","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":"2026-08-02T08:23:59.958651Z","title":"Recent advances in resource allocation and beam prediction for large language models empowered ISAC systems,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-02T08:23:59.958651Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:191def2037975f31c207c4f647173f1e330755396e056f6af8e43c7011b65d6b","observation_id":"4ef2cb54-8814-46d8-823f-2bb4c02dcb1e","resolution":{"observed_at":"2026-08-02T08:23:59.958651Z","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":"2026-08-02T08:24:00.031806Z","title":"LLM enabled multi-agent system for 6G networks: Framework and method of dual- loop edge-terminal collaboration,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.031806Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:6f9198228f8e6e4c920c1eb0d90b50aea46606e0cc1ba47157bbec55dbb44ac0","observation_id":"4f635c7d-9829-4929-95f8-ca50ac5d7473","resolution":{"observed_at":"2026-08-02T08:24:00.031806Z","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":"2026-08-02T08:24:00.104487Z","title":"LLM- enhanced space-air-ground-sea integrated networks,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.104487Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:8733ca76928c5631608ee50d3c64187b648a4bd1a211da1ecfe8c5993a90cfe9","observation_id":"c7735b42-543c-439d-945f-bbd1af7e94ff","resolution":{"observed_at":"2026-08-02T08:24:00.104487Z","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":"2026-08-02T08:24:00.177362Z","title":"ReAct: Synergizing reasoning and acting in language models,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.177362Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:10160a89ff2c30e606c8aef175cee8cd5f2c62487b79f774825862bd746ae95d","observation_id":"16b2253d-1009-4378-8d05-91d9ac7ad84c","resolution":{"observed_at":"2026-08-02T08:24:00.177362Z","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":"2026-08-02T08:24:00.228358Z","title":"Toolformer: Language models can teach themselves to use tools,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.228358Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:b9a9d0ff0cfb9a7193b504d633c3c1a4eb7c545325a9c3fecd0307b4f7158418","observation_id":"eb01a6db-41cc-49d9-b145-7cc99b50c9d8","resolution":{"observed_at":"2026-08-02T08:24:00.228358Z","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":"2026-08-02T08:24:00.286003Z","title":"Active RIS-aided ISAC systems: Beamforming design and performance analysis,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.286003Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:b4cb4a5218ab5a3fc01f93e5d6b381befcf2814b65e22fa0eb37290b7c605603","observation_id":"91f9b76e-3725-4a53-be0c-03a57590f60a","resolution":{"observed_at":"2026-08-02T08:24:00.286003Z","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":"2026-08-02T08:24:00.328462Z","title":"Large language models for telecom: Forthcoming impact on the indus- try,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.328462Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:c18bbe3c1c37f89cac703e274cc2bdf27ddc84997540c25483134b3621788a8a","observation_id":"2b1dffc6-c0e2-468d-81be-df636474cdc0","resolution":{"observed_at":"2026-08-02T08:24:00.328462Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2002.11054","last_updated":"2020-03-01T00:38:46Z","snapshot_observed_at":"2026-08-08T19:43:09.940097Z","submitted_at":"2020-02-25T17:24:50Z","title":"MLIR: A Compiler Infrastructure for the End of Moore's Law","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2002.11054","snapshot_observed_at":"2026-08-02T08:24:00.375168Z","title":"MLIR: A compiler infrastructure for the end of Moore’s law,","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.375168Z"},"links":{"cited_paper":"/paper/2002.11054","citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:93a961d2be6d0515f02ad4d90605f1652b2fc5b7d00f2ec2fbb2b65a7700bd35","observation_id":"e35000e3-a379-468c-a816-1fa89c7d9034","resolution":{"observed_at":"2026-08-02T08:24:00.375168Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.02716","last_updated":"2024-02-05T04:25:24Z","snapshot_observed_at":"2026-07-06T17:25:14.115360Z","submitted_at":"2024-02-05T04:25:24Z","title":"Understanding the planning of LLM agents: A survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.02716","snapshot_observed_at":"2026-08-02T08:24:00.432031Z","title":"Understanding the planning of LLM agents: A survey,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.432031Z"},"links":{"cited_paper":"/paper/2402.02716","citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:51010315e40858d67fbe5f8ca6dbcaae0d52623a294c3a430a5a2d6f263562f1","observation_id":"8a991864-6231-433a-92e9-ba33e5b40f08","resolution":{"observed_at":"2026-08-02T08:24:00.432031Z","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":"2026-08-02T08:24:00.510840Z","title":"Maestro: LLM-driven collaborative automation of intent-based 6G networks,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.510840Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:40dc637c190ef09b3514fa9df6f7b71b7d2767c7946335e1ce73a3d10a735292","observation_id":"41a1cbba-7479-499b-92de-d4fc49384a26","resolution":{"observed_at":"2026-08-02T08:24:00.510840Z","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":"2026-08-02T08:24:00.610384Z","title":"Stealthy adversarial attacks on machine learning-based classifiers of wireless signals,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-02T08:24:00.610384Z"},"links":{"citing_paper":"/paper/2607.16269"},"observation_digest":"sha256:9c532c2dc88aed9e00948167f1ecd4f96bbcc76bbe559a62830a90a5485f1d05","observation_id":"20012249-7f07-499e-bd99-9a873f027502","resolution":{"observed_at":"2026-08-02T08:24:00.610384Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.16269","last_updated":"2026-07-07T08:48:39Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-03T15:53:49.937676Z","submitted_at":"2026-07-07T08:48:39Z","title":"From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks"},"reference_resolution":{"displayed":15,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":15,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":15},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.16269."}