{"as_of":"2026-08-10T04:45:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:284be9ad58ba3630423ce8de880ebb27cd90671ec59fd9f0a732cb77b11f3d3c","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":10,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":10,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":10,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":10,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:33:55.813016Z","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":"2026-07-04T20:40:07.436878Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-08-07T05:33:55.813016Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.07647","last_updated":"2025-06-09T11:12:02Z","snapshot_observed_at":"2026-08-09T11:40:16.573138Z","submitted_at":"2025-06-09T11:12:02Z","title":"Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration","version":1},"reference_index":105,"source":"pdf_text","source_observed_at":"2026-08-07T05:33:55.813016Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2506.07647"},"observation_digest":"sha256:c866ed6718dcecc81ddedc027401fcc1d60a9d79645acd29827f4d499ec4c9c7","observation_id":"d0e0eb2a-3fe5-4b2a-be61-81915463ce2b","resolution":{"observed_at":"2026-08-07T05:33:55.813016Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-08-06T16:24:46.640365Z","title":"Bert4mimo: A foundation model using bert architecture for massive mimo channel state information prediction,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.13637","last_updated":"2026-06-24T08:13:26Z","snapshot_observed_at":"2026-08-07T22:35:50.548609Z","submitted_at":"2025-07-18T03:50:29Z","title":"Towards channel foundation models (CFMs): Motivations, methodologies and opportunities","version":4},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T16:24:46.640365Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2507.13637"},"observation_digest":"sha256:36bfedc374a402f945fb0c2e0877d20d44cf585d22bf310abb67fda6bc22146c","observation_id":"c1a2ff74-e8b2-4059-826f-57c3bb9cc5c0","resolution":{"observed_at":"2026-08-06T16:24:46.640365Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":"2501.01802","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-07-04T20:40:07.436878Z","title":"arXiv (2025) 2501.01802","venue":null,"work_id":"bb300088-f472-46ae-ada1-6d1579f2e155","year":2025},"citing_paper":{"arxiv_id":"2511.22222","last_updated":"2026-07-24T08:13:25Z","snapshot_observed_at":"2026-08-06T09:00:23.466463Z","submitted_at":"2025-11-27T08:42:44Z","title":"WiFo-2: a generalist foundation model unifies heterogeneous wireless system design","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-17T05:17:01.867481Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2511.22222"},"observation_digest":"sha256:2f202a6ca5524b525d1876c8bfd3e28b969a8cdac1ecfce44460612462b55b84","observation_id":"78072f57-644c-483c-b8b2-cc853736653c","resolution":{"observed_at":"2026-05-17T05:19:04.887500Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-08-03T19:53:39.709349Z","title":"arXiv (2025) 2501.01802","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.22222","last_updated":"2026-07-24T08:13:25Z","snapshot_observed_at":"2026-08-06T09:00:23.466463Z","submitted_at":"2025-11-27T08:42:44Z","title":"WiFo-2: a generalist foundation model unifies heterogeneous wireless system design","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-03T19:53:39.709349Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2511.22222"},"observation_digest":"sha256:261c77f3921b2c91e0106e3cc5d15ab47177f05a4ed42197514a3d997d4bea92","observation_id":"44b6e623-bba4-439c-a10c-d50b13746c04","resolution":{"observed_at":"2026-08-03T19:53:39.709349Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":"2501.01802","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-07-04T20:40:07.436878Z","title":"arXiv (2025) 2501.01802","venue":null,"work_id":"bb300088-f472-46ae-ada1-6d1579f2e155","year":2025},"citing_paper":{"arxiv_id":"2605.00020","last_updated":"2026-04-19T03:26:51Z","snapshot_observed_at":"2026-07-06T23:13:33.799847Z","submitted_at":"2026-04-19T03:26:51Z","title":"AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T07:00:52.738443Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2605.00020"},"observation_digest":"sha256:c6b89fbb05602181d5b428040f7a8536cbc5c8e487d4147beea557ad376b38e6","observation_id":"f55a8a56-8da4-4d90-966d-86716dbb254a","resolution":{"observed_at":"2026-05-10T07:01:49.032093Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":"2501.01802","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-07-04T20:40:07.436878Z","title":"arXiv (2025) 2501.01802","venue":null,"work_id":"bb300088-f472-46ae-ada1-6d1579f2e155","year":2025},"citing_paper":{"arxiv_id":"2605.00968","last_updated":"2026-05-01T15:51:10Z","snapshot_observed_at":"2026-07-06T23:14:15.780028Z","submitted_at":"2026-05-01T15:51:10Z","title":"Adaptive 3D-RoPE: Physics-Aligned Rotary Positional Encoding for Wireless Foundation Models","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-09T18:48:03.437788Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2605.00968"},"observation_digest":"sha256:0e4742678a3503bb158586327d3c75297db8f61936a6625deb4a87f2902aa8dc","observation_id":"a6814b75-1446-40b8-9841-a674875d367e","resolution":{"observed_at":"2026-05-11T16:06:07.553774Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":"2501.01802","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-07-04T20:40:07.436878Z","title":"arXiv (2025) 2501.01802","venue":null,"work_id":"bb300088-f472-46ae-ada1-6d1579f2e155","year":2025},"citing_paper":{"arxiv_id":"2605.02009","last_updated":"2026-05-03T18:30:18Z","snapshot_observed_at":"2026-07-06T23:15:07.159340Z","submitted_at":"2026-05-03T18:30:18Z","title":"Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-05-08T19:24:06.241163Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2605.02009"},"observation_digest":"sha256:694e45ff77399fea3895920514218e58e5181dfe1e2273b15a9c2de07e50229c","observation_id":"62639b2c-7eab-478a-918a-a8d70576524d","resolution":{"observed_at":"2026-05-09T05:55:30.115076Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":"2501.01802","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-07-04T20:40:07.436878Z","title":"arXiv (2025) 2501.01802","venue":null,"work_id":"bb300088-f472-46ae-ada1-6d1579f2e155","year":2025},"citing_paper":{"arxiv_id":"2606.00120","last_updated":"2026-05-28T03:27:09Z","snapshot_observed_at":"2026-08-02T01:34:37.383123Z","submitted_at":"2026-05-28T03:27:09Z","title":"SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-06-29T06:09:18.504624Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2606.00120"},"observation_digest":"sha256:37e6a920b1e7870083129b1118f15d9c767122836e14e3c370a1090f2c724af3","observation_id":"ab72c040-ddce-4bd3-bd92-fdf69c7f1d13","resolution":{"observed_at":"2026-06-29T15:03:31.759197Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":"2501.01802","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-07-04T20:40:07.436878Z","title":"arXiv (2025) 2501.01802","venue":null,"work_id":"bb300088-f472-46ae-ada1-6d1579f2e155","year":2025},"citing_paper":{"arxiv_id":"2606.25714","last_updated":"2026-06-24T11:27:22Z","snapshot_observed_at":"2026-07-07T00:00:07.201776Z","submitted_at":"2026-06-24T11:27:22Z","title":"CSI-CLIP++: A Scalable Channel Foundation Model for Wireless Communication via CIR-CSI Consistency","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-06-25T19:58:57.660578Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2606.25714"},"observation_digest":"sha256:191ce375f2abc5f7899a261b8d9f229a41744d685b0636f96f6c02aceaf98604","observation_id":"71997d29-bd3b-42ca-8019-1cbe14fbf516","resolution":{"observed_at":"2026-07-04T20:40:07.439208Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.01802","snapshot_observed_at":"2026-08-06T20:23:59.337147Z","title":"Bert4MIMO: A foundation model using Bert architecture for massive MIMO channel state information prediction,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04630","last_updated":"2026-08-05T09:47:55Z","snapshot_observed_at":"2026-08-10T02:02:40.371767Z","submitted_at":"2026-08-05T09:47:55Z","title":"Generalizable and Computational Efficient Channel Extrapolation for 6G: A Configurable AI-Driven Framework Built from a Modular Perspective","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T20:23:59.337147Z"},"links":{"cited_paper":"/paper/2501.01802","citing_paper":"/paper/2608.04630"},"observation_digest":"sha256:69ec6e248f6066ffb03dd78e7a5c1a516f62b83b3d6f90e1c0116d615cec4d63","observation_id":"638d1ce9-0e35-499a-b0f9-e0b4e1bb2269","resolution":{"observed_at":"2026-08-06T20:23:59.337147Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2501.01802/citation-record","integrity":"/paper/2501.01802/integrity","json":"/paper/2501.01802/citation-record.json","paper":"/paper/2501.01802"},"outbound":[],"paper":{"arxiv_id":"2501.01802","last_updated":"2025-01-03T13:22:19Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-04T10:21:45.164913Z","submitted_at":"2025-01-03T13:22:19Z","title":"BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2501.01802."}