{"as_of":"2026-08-22T02:41:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:64407ba8b83613f1e4229cddc7e520b74f268fa600ae77d64e786a8e992bc8dc","coverage":[{"denominator":18,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":18,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-01T07:54:08.004674Z","state":"measured"},{"denominator":18,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":18,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+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/2606.20574/citation-record","integrity":"/paper/2606.20574/integrity","json":"/paper/2606.20574/citation-record.json","paper":"/paper/2606.20574"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2306.11644","last_updated":"2023-10-02T06:12:30Z","snapshot_observed_at":"2026-08-13T11:19:55.436754Z","submitted_at":"2023-06-20T16:14:25Z","title":"Textbooks Are All You Need","version":2},"cited_work":{"arxiv_id":"2306.11644","doi":"10.48550/arxiv.2306.11644","metadata_source":"pith","pith_arxiv_id":"2306.11644","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Textbooks Are All You Need","venue":"cs.CL","work_id":"9b14eca2-9e41-4755-88ac-c3e7b67253f5","year":2023},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"cited_paper":"/paper/2306.11644","citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:451062795b7478811cbc58365b35fb59b5183031cb6721ccff2fcefc8045daca","observation_id":"93f1abf2-db1b-4ef0-b730-6ffbf7e8ac1f","resolution":{"observed_at":"2026-07-01T07:55:30.547795Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.732248Z","title":"Understanding O-RAN: Architecture, interfaces, algorithms, security, and research challenges,","venue":null,"work_id":"7fccee0b-3ca1-47bc-b052-b8c0167735a3","year":2023},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:de4239c8e0c26e6afded6dd7da8dba40a8bc07dd1467f203d306cb7c919967df","observation_id":"a15504bb-6243-42b2-a607-bdbcd37f71ca","resolution":{"observed_at":"2026-07-06T14:12:34.733661Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.738045Z","title":"Large language model (LLM) for telecommunications: A comprehensive survey on principles, key techniques, and opportuni- ties,","venue":null,"work_id":"5152efee-f760-4bf6-b4ab-3e8586fceab2","year":1955},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:db669691020aae57ec1c2f4923680586be8e5d8e29d29c87458bd22ff81b2ad2","observation_id":"0ac2efe1-2b17-41fa-909f-e82930d120c0","resolution":{"observed_at":"2026-07-06T14:12:34.739345Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.729908Z","title":"Telecomgpt: A framework to build telecom-specific large language models,","venue":null,"work_id":"881dbc82-3af0-44fa-9e87-1e965fa60804","year":2025},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:7f4929eba5583c5143903602675b52beeaa368c08cacf3ef57bd75ec1c190ec3","observation_id":"196321ab-3405-4e41-a554-b42ee544675f","resolution":{"observed_at":"2026-07-06T14:12:34.731142Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.736304Z","title":"Large language models for telecom: Forthcoming impact on the industry,","venue":null,"work_id":"fa9af6aa-7771-442d-aabe-630eebbe456a","year":2024},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:8caa0812495731eab3aa37b72fa4bd2e3f9b36fc34107a4692da273b3355bcb2","observation_id":"40adcb41-a76a-44c0-9264-d38318e73ffc","resolution":{"observed_at":"2026-07-06T14:12:34.737538Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.741910Z","title":"FD-LLM: Large language model for fault diagnosis of complex equipment,","venue":null,"work_id":"8d061f0d-3760-485d-a92b-c89fc19dc6c9","year":2025},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:1c3d34728e5172d5041a56ee2f79cf20297222a12b21beff7ec4af9dd70a5349","observation_id":"402caff7-3b93-48d4-829f-fef647ddeebe","resolution":{"observed_at":"2026-07-06T14:12:34.743269Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.734335Z","title":"FedLLMGuard: A federated large language model for anomaly detection in 5g networks,","venue":null,"work_id":"ff4182be-19be-4953-9402-0829fb27293a","year":2025},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:dd483e288ff7476167ecef5cb4e601fdb5b12d47f01ab0908d5cd20bd00fcb6c","observation_id":"53645901-3d36-4fce-ae43-d60a9049ba6f","resolution":{"observed_at":"2026-07-06T14:12:34.735762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.722297Z","title":"Training language models to follow instructions with human feedback,","venue":null,"work_id":"0c6dc5ab-aa34-4801-af89-098b22d76330","year":2022},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:cb7c9d1ed0e415655636744bd4006fb22a3aa6c89b471e144f7e1a195e5ac669","observation_id":"2e8aae43-5594-4a46-818d-8ee3acec1123","resolution":{"observed_at":"2026-07-06T14:12:34.723807Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.740067Z","title":"Chain-of-thought prompting elicits reasoning in large lan- guage models,","venue":null,"work_id":"711ed3b9-95bd-4ed4-8248-feec997ca8dd","year":2022},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:ed7e92a46081cb2e62c0df9cdec1aeec77e5bec666afb834be1615d871e01d01","observation_id":"6ac98305-6307-4103-a5a5-5422028dcd5e","resolution":{"observed_at":"2026-07-06T14:12:34.741392Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.730343Z","title":"STaR: Bootstrapping reasoning with reasoning,","venue":null,"work_id":"af95bd3c-b941-402f-bb0d-9bad8345154a","year":2022},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:da71b11343e9b20d955bbc36d4e723dd4ec6c91046a5b6a4ea727d431510f054","observation_id":"3f643ecf-cecc-4a06-a596-8e862604d23b","resolution":{"observed_at":"2026-07-06T14:12:34.731681Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.724368Z","title":"Let’s verify step by step,","venue":null,"work_id":"bbb55c75-e414-424a-b326-5fa95a0e4cb8","year":2024},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:bede3be815263e91b16270a4507febbba563226c08695e83e3d3fda1ea3494c0","observation_id":"922ac787-48a6-45ac-87c9-fdc78f74f6b7","resolution":{"observed_at":"2026-07-06T14:12:34.725832Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.726418Z","title":"Self-refine: Iterative refinement with self-feedback,","venue":null,"work_id":"a6acf581-9a59-44d1-a4a7-8afae6d08334","year":2023},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:f109d2bd932b2733cf176322c10217a4805d51460d3bc106bdb968da78d33724","observation_id":"d7e03a71-ba9e-4a98-b952-d96aa1e9acef","resolution":{"observed_at":"2026-07-06T14:12:34.727890Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.714115Z","title":"JSON whisperer: Efficient JSON editing with LLMs,","venue":null,"work_id":"4836c509-b6d4-4cc7-be76-39f749f023ef","year":2025},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:30e09cfc7b5eb72d49ceb3f17baa5f78bae7823bde1821df6c2223868d9ea43d","observation_id":"826ee4ef-9316-475f-a631-78b9fafb6d7b","resolution":{"observed_at":"2026-07-06T14:12:34.715421Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.743820Z","title":"Management and orchestration; 5G network resource model (NRM); stage 2 and stage 3,","venue":null,"work_id":"8bf4b505-8fb7-4045-a6e8-bb16b6018373","year":2025},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:078f9b9a0bb0b2a9fb57d5f745e371466e46497c12f63f13959e2e6f4cd8b6e3","observation_id":"521d2261-20c3-4177-949b-618dc88aa63d","resolution":{"observed_at":"2026-07-06T14:12:34.745369Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.712243Z","title":"QwQ-32B: Embracing the power of reinforcement learn- ing,","venue":null,"work_id":"f5b0a79b-5814-4065-89f3-5331bbe46c49","year":2025},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:4a993c8ae3a65c31757c856523b11e6b2f30cfadd7060f988f5530ede2665846","observation_id":"37025b06-dc88-4b08-beec-de5ca62d9dbc","resolution":{"observed_at":"2026-07-06T14:12:34.713573Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1909.08053","last_updated":"2020-03-13T23:45:18Z","snapshot_observed_at":"2026-08-12T10:50:46.357243Z","submitted_at":"2019-09-17T19:42:54Z","title":"Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism","version":4},"cited_work":{"arxiv_id":"1909.08053","doi":"10.48550/arxiv.1909.08053","metadata_source":"pith","pith_arxiv_id":"1909.08053","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism","venue":"cs.CL","work_id":"c888e6d1-0b1d-43d6-9ef5-f0912a0efa1b","year":2019},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"cited_paper":"/paper/1909.08053","citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:4a57be484238b669b660f0d5245c3e7b557c34668283568abd161c99bec685b4","observation_id":"db2b3268-c0d6-4c08-84b5-d1b718ccf607","resolution":{"observed_at":"2026-07-01T07:55:30.544589Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-07-09T10:48:33.392193+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-09T10:48:33.392193+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.717550Z","title":"Efficient memory management for large language model serving with PagedAttention,","venue":null,"work_id":"fa3722c0-8953-441a-ab34-17488e5b26f5","year":2023},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:539f21e791041f5fe186810039646d2ba97b3d031067413bb7d7563361b0b532","observation_id":"58922d5a-2bad-4a30-9356-7e7d0a471e25","resolution":{"observed_at":"2026-07-06T14:12:34.719674Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-06T14:12:34.720365Z","title":"Judging LLM-as-a-judge with MT-Bench and chatbot arena,","venue":null,"work_id":"45ff574b-feb3-413d-9ca2-b586afc3bebf","year":2024},"citing_paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-01T07:54:08.004674Z"},"links":{"citing_paper":"/paper/2606.20574"},"observation_digest":"sha256:2b04c1fa2e7690868cbbfcf77487dffa09ec8142e93e58f5306647e29163ef62","observation_id":"f4e9e040-0711-4619-bbce-095afa863d9c","resolution":{"observed_at":"2026-07-06T14:12:34.721609Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2606.20574","last_updated":"2026-05-01T15:27:51Z","latest_version":1,"primary_category":"cs.NI","snapshot_observed_at":"2026-07-06T23:55:43.830896Z","submitted_at":"2026-05-01T15:27:51Z","title":"LLM-assisted gNB Parameter Configuration for Radio Access Network"},"reference_resolution":{"displayed":18,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":2,"verified_fuzzy":16},"total_outbound_references":18},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 22 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2606.20574."}