{"as_of":"2026-08-08T17:57:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f4720a693568399216d743b1cfa4b951e3b3930a62fa5cace2275dea8150ad36","coverage":[{"denominator":38,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":38,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T05:12:32.559295Z","state":"measured"},{"denominator":38,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":38,"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/2508.02209/citation-record","integrity":"/paper/2508.02209/integrity","json":"/paper/2508.02209/citation-record.json","paper":"/paper/2508.02209"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:36.206939Z","title":"Language mod- els are few-shot learners,","venue":null,"work_id":"f553a82a-42b8-4683-b939-478404f705b8","year":1901},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:28.478628Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:76f4cfab6cd77c41aa51a842363c74753968414c575b5b1a3240e19a9edbb8c2","observation_id":"3a47b3b7-ced6-4754-8222-cb91bfe2d0c3","resolution":{"observed_at":"2026-08-06T05:12:36.273286Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.13971","last_updated":"2023-02-27T17:11:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-27T17:11:15Z","title":"LLaMA: Open and Efficient Foundation Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13971","snapshot_observed_at":"2026-08-06T05:12:28.577236Z","title":"Llama: Open and efficient foundation language models,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:28.577236Z"},"links":{"cited_paper":"/paper/2302.13971","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:de241c55021128998c7fb245ceafeef20b99d57d1f9f6d2b6a55ef98b8edc7a9","observation_id":"90d64b19-2a55-4ee8-acd3-0ffe05ce3b8a","resolution":{"observed_at":"2026-08-06T05:12:28.577236Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-06T05:12:28.734218Z","title":"The Llama 3 herd of models,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:28.734218Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:3f63dc97d4362e6334bb7e5def07acb60e24ba045e9001ae20ae6ddb1ace0af1","observation_id":"55cab594-c821-40ec-b9ee-583ec621412a","resolution":{"observed_at":"2026-08-06T05:12:28.734218Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-08-06T05:12:28.819846Z","title":"Qwen3 technical report,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:28.819846Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:40c40d8966f8b817895f8f5971984d9e21811d736e04b8c3431c08ae098ae66e","observation_id":"685cad9b-eb7f-4ef0-b667-49ba9d51114c","resolution":{"observed_at":"2026-08-06T05:12:28.819846Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.00672","last_updated":"2025-07-01T11:13:56Z","snapshot_observed_at":"2026-08-07T09:02:35.437888Z","submitted_at":"2025-07-01T11:13:56Z","title":"Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.00672","snapshot_observed_at":"2026-08-06T05:12:28.940425Z","title":"Toward edge general intellig ence with multiple-large language model (Multi-LLM): Architec ture, trust, and orchestration,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:28.940425Z"},"links":{"cited_paper":"/paper/2507.00672","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:869cf9c120be69d8e6371779f8450a14e051f21b6f55ef55e2bc95f0ecfa2e2a","observation_id":"63d05a52-0dce-4665-9960-ba384731fdfc","resolution":{"observed_at":"2026-08-06T05:12:28.940425Z","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":"2026-08-06T05:12:35.986748Z","title":"Why do multi-agent LLM system s fail?","venue":null,"work_id":"acfe8789-eb98-48a6-a474-e3b8cb8ce381","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.056887Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:312dbf818f3ddae6dcf2e8a3c14d81790d50a05a0fa7852ddc30a437829fc301","observation_id":"23a21d5b-ae5b-42cb-87b4-49625d188935","resolution":{"observed_at":"2026-08-06T05:12:36.098676Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.04692","last_updated":"2024-06-07T07:04:10Z","snapshot_observed_at":"2026-08-07T21:51:22.136369Z","submitted_at":"2024-06-07T07:04:10Z","title":"Mixture-of-Agents Enhances Large Language Model Capabilities","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.04692","snapshot_observed_at":"2026-08-06T05:12:29.220007Z","title":"M ixture- of-agents enhances large language model capabilities,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.220007Z"},"links":{"cited_paper":"/paper/2406.04692","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:fc020b360299d76d9394d79c1159a54fbcfcca8f1b7c7f916445c8e134aca4f8","observation_id":"0a842a0b-4665-4967-b1fa-6cb1672a5138","resolution":{"observed_at":"2026-08-06T05:12:29.220007Z","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":"2026-08-06T05:12:35.596873Z","title":"SMoA: Improving multi-agent large language models with sparse mi xture-of- agents,","venue":null,"work_id":"5b6ef348-090b-4a37-9389-85d9009e45fa","year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.302582Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:10301105d7b318589fc376728352a6dc57fe4ae11f4dd5e85fca30468127808b","observation_id":"10463b78-c069-4258-893d-8bfdfd8a167a","resolution":{"observed_at":"2026-08-06T05:12:35.677688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.24442","last_updated":"2025-05-30T10:23:11Z","snapshot_observed_at":"2026-08-07T12:19:57.652287Z","submitted_at":"2025-05-30T10:23:11Z","title":"RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation","version":1},"cited_work":{"arxiv_id":"2505.24442","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.24442","snapshot_observed_at":"2026-08-06T05:12:32.992911Z","title":"RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation","venue":"cs.AI","work_id":"b96484de-89bc-442b-a8fe-ceaf6bacdce4","year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.418893Z"},"links":{"cited_paper":"/paper/2505.24442","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:73d14f626e28114344d549da932ce3cebf96c1bc00c732018fdb80ee1eb76a81","observation_id":"0a24f591-33c4-4f8f-af58-a459be3d1396","resolution":{"observed_at":"2026-08-06T05:12:33.078853Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.14325","last_updated":"2023-05-23T17:55:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-05-23T17:55:11Z","title":"Improving Factuality and Reasoning in Language Models through Multiagent Debate","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.14325","snapshot_observed_at":"2026-08-06T05:12:29.521805Z","title":"Improving factuality and reasoning in language models through multia gent debate,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.521805Z"},"links":{"cited_paper":"/paper/2305.14325","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:05d68a1d5b870274a49e6c203a5239cb12b69a08155dc0b369bb0ea6cea6fcfa","observation_id":"2c687842-a22c-46c3-bf1a-a6eac4993b73","resolution":{"observed_at":"2026-08-06T05:12:29.521805Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.19118","last_updated":"2024-10-09T02:41:21Z","snapshot_observed_at":"2026-08-01T16:20:31.337598Z","submitted_at":"2023-05-30T15:25:45Z","title":"Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.19118","snapshot_observed_at":"2026-08-06T05:12:29.610549Z","title":"Encouraging divergent thinking in large languag e models through multi-agent debate,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.610549Z"},"links":{"cited_paper":"/paper/2305.19118","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:4dde41f29c77a13327862ffbd016dc85b488db29756980e48e2625074cc7771c","observation_id":"c8afed8d-637c-404e-b908-0488cecb2040","resolution":{"observed_at":"2026-08-06T05:12:29.610549Z","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":"2026-08-06T05:12:35.438610Z","title":"X -mas: Towards building multi-agent systems with heterogeneous L LMs,","venue":null,"work_id":"9d30485a-24cd-4dd8-8944-1248a56377f5","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.695976Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:4e99863e41b78aa03bdb520c4d27b1869d13fb250d6b3f1adcf62cc4c71f9b7a","observation_id":"cb67d90e-096e-4d83-842c-5df3666eddac","resolution":{"observed_at":"2026-08-06T05:12:35.518589Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:35.128270Z","title":"FrugalGPT: How to use la rge language models while reducing cost and improving performa nce,","venue":null,"work_id":"9e29c7a1-9f8f-453d-afb9-548e77f2c8e8","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.898853Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:d07edb0514882c32b2f27c3669574de6ce46b0c26ee75f5726307a771c47874f","observation_id":"1abec15a-91c0-4799-afe5-50ebc6eac789","resolution":{"observed_at":"2026-08-06T05:12:35.218549Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:35.314589Z","title":"Available: https://arxiv.org/abs/2505","venue":null,"work_id":"71f437f6-7c88-44e1-9883-a341b0dfc105","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.799795Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:b14f62271664a648963c4a9ab8d0ab2cb37e97f0cf676817d3377995ee1db9d0","observation_id":"a8dcdbcb-a3ed-4e26-86d0-143f83f857b9","resolution":{"observed_at":"2026-08-06T05:12:35.363031Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.11021","last_updated":"2025-02-16T07:08:47Z","snapshot_observed_at":"2026-08-07T18:15:07.379597Z","submitted_at":"2025-02-16T07:08:47Z","title":"Leveraging Uncertainty Estimation for Efficient LLM Routing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.11021","snapshot_observed_at":"2026-08-06T05:12:30.208060Z","title":"Leveraging uncertainty estimation for efficient LLM routi ng,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.208060Z"},"links":{"cited_paper":"/paper/2502.11021","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:0c77091c5d69252b0a71c06364f26118481a1c67358a83cec3265951b42c1261","observation_id":"6ade0ec9-2443-49a8-813e-9aa22f092dae","resolution":{"observed_at":"2026-08-06T05:12:30.208060Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.16221","last_updated":"2025-05-22T04:46:04Z","snapshot_observed_at":"2026-08-08T05:31:07.480386Z","submitted_at":"2025-05-22T04:46:04Z","title":"LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead","version":1},"cited_work":{"arxiv_id":"2505.16221","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.16221","snapshot_observed_at":"2026-08-06T05:12:32.763864Z","title":"LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead","venue":"cs.AI","work_id":"dfafaf8d-e8b5-4c54-99be-96f47ebeef90","year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.358427Z"},"links":{"cited_paper":"/paper/2505.16221","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:21d755001b253f5afc724d6df9a721476468f01fb6198f4d48c50e91a7dccc22","observation_id":"00d5258b-8b42-4b4d-a9e6-27e880bd964e","resolution":{"observed_at":"2026-08-06T05:12:32.860659Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:34.693961Z","title":"MixLLM: Dynamic routing in mixed large languag e models,","venue":null,"work_id":"ad2d499b-3343-4870-9d0d-d40eb9036ebd","year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.091813Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:10ba7d2a9697ea1dc8536a9240db5c339561480688820e119d300159b02fc153","observation_id":"0737a9be-3e54-4131-ba7b-c0c60bba1c7c","resolution":{"observed_at":"2026-08-06T05:12:34.788315Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.14618","last_updated":"2024-04-22T23:06:42Z","snapshot_observed_at":"2026-07-06T18:04:04.541434Z","submitted_at":"2024-04-22T23:06:42Z","title":"Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.14618","snapshot_observed_at":"2026-08-06T05:12:30.570192Z","title":"Hybrid LLM: Cost- efficient and quality-aware query routing,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.570192Z"},"links":{"cited_paper":"/paper/2404.14618","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:7b6ab78cc9f93a330eb8077eb38fda535cbcee192723674672eca30f6687bfb9","observation_id":"ccacbe4c-6a93-4c8f-8825-a28c2b94f68d","resolution":{"observed_at":"2026-08-06T05:12:30.570192Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.21200","last_updated":"2024-12-30T18:59:06Z","snapshot_observed_at":"2026-08-08T15:54:37.201836Z","submitted_at":"2024-12-30T18:59:06Z","title":"Distributed Mixture-of-Agents for Edge Inference with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.21200","snapshot_observed_at":"2026-08-06T05:12:30.697237Z","title":"Distributed mixtur e-of-agents for edge inference with large language models,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.697237Z"},"links":{"cited_paper":"/paper/2412.21200","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:d1e556e877a657a0347e512afe357b14b9a84495f0bc26e962e112cbdadd8878","observation_id":"aa89c273-0ccc-413d-8bca-551af00449f8","resolution":{"observed_at":"2026-08-06T05:12:30.697237Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.00467","last_updated":"2024-05-01T12:04:28Z","snapshot_observed_at":"2026-08-03T15:18:25.179746Z","submitted_at":"2024-05-01T12:04:28Z","title":"Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.00467","snapshot_observed_at":"2026-08-06T05:12:30.461933Z","title":"Harnessin g the power of multiple minds: Lessons learned from LLM routing,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.461933Z"},"links":{"cited_paper":"/paper/2405.00467","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:3cc61138e034ecd09f2b4abf57d5f584a6c07ceb6590da05b1dfd19b684b9bcd","observation_id":"dc665d2f-711a-41e9-86a2-7367bfe14673","resolution":{"observed_at":"2026-08-06T05:12:30.461933Z","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":"2026-08-06T05:12:34.375894Z","title":"Probability with engineering applications ,","venue":null,"work_id":"a125f4fe-e850-4067-a9fa-26f26b3e22ce","year":2020},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.926144Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:897fd506719c937cf855f1d9dff939a42bcb350ec7126e1b6fbaa935e26e3fe0","observation_id":"b3be3d99-df14-4588-841d-22d463339c3e","resolution":{"observed_at":"2026-08-06T05:12:34.476193Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:34.208833Z","title":null,"venue":null,"work_id":"f669038c-e899-4830-9f58-3756ed328d4c","year":2014},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.057008Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:1e596f92179b9e0349a6e83d7fda9f099b983610c3da4c482b870d2b65cf9c75","observation_id":"4d85b5d4-4b37-4c1b-9981-24cfb4a17e47","resolution":{"observed_at":"2026-08-06T05:12:34.287681Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:34.546039Z","title":"Dist ributed fact checking,","venue":null,"work_id":"e9eae909-31e4-4a82-acc0-7acc91147433","year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:30.812827Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:17ef9356d4e5bd7a9862d3940835391f772a2946275c340dfcd649a6632ead16","observation_id":"b00deb2a-1008-495b-a832-ca2014b98ee3","resolution":{"observed_at":"2026-08-06T05:12:34.628268Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06825","last_updated":"2023-10-10T17:54:58Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-10T17:54:58Z","title":"Mistral 7B","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06825","snapshot_observed_at":"2026-08-06T05:12:31.339586Z","title":"Mistral 7b,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.339586Z"},"links":{"cited_paper":"/paper/2310.06825","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:db17aceb9123dedf7f8cea9f3b2f9018c05d7794ce2e6296771805f2163f9ecb","observation_id":"6289716f-9860-49a2-8890-c8b7b283106e","resolution":{"observed_at":"2026-08-06T05:12:31.339586Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.19786","last_updated":"2025-03-25T15:52:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-03-25T15:52:34Z","title":"Gemma 3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.19786","snapshot_observed_at":"2026-08-06T05:12:31.479446Z","title":"Gem ma 3 technical report,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.479446Z"},"links":{"cited_paper":"/paper/2503.19786","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:221986e0b8b5813c279d4d8bf6693d95510e5f21fa5653613330db04f2defdc4","observation_id":"716edd3a-c13d-40da-854a-030abe9806b9","resolution":{"observed_at":"2026-08-06T05:12:31.479446Z","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":"2026-08-06T05:12:34.029847Z","title":"Euler-Mascheroni constant,","venue":null,"work_id":"372c966d-9e83-4c24-b427-4d104ee6f267","year":2002},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.179066Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:889ca638efc1b64ae371061d4a888c5830b1d59b038477b4ef639400e68ab2d2","observation_id":"900b5972-ab20-4bf9-87da-2e02a1d69631","resolution":{"observed_at":"2026-08-06T05:12:34.112556Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.11416","last_updated":"2022-12-06T21:39:48Z","snapshot_observed_at":"2026-07-06T14:08:18.855958Z","submitted_at":"2022-10-20T16:58:32Z","title":"Scaling Instruction-Finetuned Language Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.11416","snapshot_observed_at":"2026-08-06T05:12:31.709403Z","title":"Scaling instruction-finetuned language models,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.709403Z"},"links":{"cited_paper":"/paper/2210.11416","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:640acb1c30da643e0f223bc06ddd85b0660ec572eef64c1edea676b4079daee2","observation_id":"ba3c53ea-4964-4fa2-8d4c-7adb8355aca2","resolution":{"observed_at":"2026-08-06T05:12:31.709403Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.16867","last_updated":"2023-11-29T19:45:10Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-11-28T15:12:47Z","title":"The Falcon Series of Open Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.16867","snapshot_observed_at":"2026-08-06T05:12:31.864068Z","title":"T he Falcon series of open language models,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.864068Z"},"links":{"cited_paper":"/paper/2311.16867","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:49520f017a12b816ad650cbb0db15f6881255d558c004ad5a119f69af4a7d9d4","observation_id":"22a3d6d8-2348-4c98-b1b7-8960a43cddbd","resolution":{"observed_at":"2026-08-06T05:12:31.864068Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.08905","last_updated":"2024-12-12T03:37:41Z","snapshot_observed_at":"2026-08-05T04:04:21.846023Z","submitted_at":"2024-12-12T03:37:41Z","title":"Phi-4 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.08905","snapshot_observed_at":"2026-08-06T05:12:31.593077Z","title":"Phi-4 technical report,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.593077Z"},"links":{"cited_paper":"/paper/2412.08905","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:b68e2b535838faff65337426c48b500bf1330e59408aaea0806dc82a8676a53e","observation_id":"045d4a15-8fe6-405f-8117-e425a07646d8","resolution":{"observed_at":"2026-08-06T05:12:31.593077Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1803.05457","last_updated":"2018-03-14T18:04:21Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2018-03-14T18:04:21Z","title":"Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1803.05457","snapshot_observed_at":"2026-08-06T05:12:32.188907Z","title":"Think you have solved question answering? T ry ARC, the AI2 reasoning challenge,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:32.188907Z"},"links":{"cited_paper":"/paper/1803.05457","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:32d7543c3ce3c08bbb6895dad05f0c7f00d66faea133f84bb6392ae830eea6fa","observation_id":"bedbdc8e-1104-4490-b717-ec9e01ee54cf","resolution":{"observed_at":"2026-08-06T05:12:32.188907Z","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":"2026-08-06T05:12:33.408186Z","title":"Commons enseQA: A question answering challenge targeting commonsense know ledge,","venue":null,"work_id":"35c46fe1-082f-4ef5-a97d-6e88fbc8cee9","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:32.291591Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:a86ba090c7de495ddf17f09fb8737b1bfac862753f59ccffa115759c065bf472","observation_id":"778de501-66ad-47c7-8c96-82cae8bbb9a1","resolution":{"observed_at":"2026-08-06T05:12:33.493185Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:33.835358Z","title":"Trivi aQA: A large scale distantly supervised challenge dataset for reading c omprehension,","venue":null,"work_id":"6692cb7b-3aa5-4026-9663-e297bcdc02a0","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:31.972487Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:f45737bb6a010b14d94dc36807c0687fe8bc4c75683e3c64009de29bd0148af0","observation_id":"64dec360-dedf-489f-8e5d-5d1df7da7118","resolution":{"observed_at":"2026-08-06T05:12:33.910780Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.01937","last_updated":"2023-05-03T07:28:50Z","snapshot_observed_at":"2026-08-02T17:07:32.299595Z","submitted_at":"2023-05-03T07:28:50Z","title":"Can Large Language Models Be an Alternative to Human Evaluations?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.01937","snapshot_observed_at":"2026-08-06T05:12:32.559295Z","title":"Can large language models be an alternative to human evaluations?","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:32.559295Z"},"links":{"cited_paper":"/paper/2305.01937","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:ae9b603d5da6d4012b05d3c10e45144e669dad5da61fa2eec15c0066f860852a","observation_id":"b1d6d28a-d741-4c4b-8ab3-f1fac97bed19","resolution":{"observed_at":"2026-08-06T05:12:32.559295Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05685","last_updated":"2023-12-24T02:01:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-06-09T05:55:52Z","title":"Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.05685","snapshot_observed_at":"2026-08-06T05:12:32.485535Z","title":"Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:32.485535Z"},"links":{"cited_paper":"/paper/2306.05685","citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:3ecbd2a890fd14a0f5c25a32b1760ab0c97291cde24b57c79e2e48b1fdab9cf0","observation_id":"948c5dae-7ca1-4ecc-928f-325953cf86b2","resolution":{"observed_at":"2026-08-06T05:12:32.485535Z","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":"2026-08-06T05:12:33.611653Z","title":"Available: https://arxiv.org/abs/1705","venue":null,"work_id":"e958cc41-5cf4-4d3a-98a9-8e084928eaa0","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:32.080675Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:d572f6740cb8b6be3273ebf3219029bacfb8932f2700c3ef8ca6b87b5cf0dce8","observation_id":"44d84820-df91-4fed-b8e7-18793758a7df","resolution":{"observed_at":"2026-08-06T05:12:33.740159Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:33.228630Z","title":"Available: https://arxiv.org/abs/1811","venue":null,"work_id":"25fbcab3-f9bd-4017-b71b-251aae256bcb","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:32.391732Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:9e93f24b863169160aa5dbf3fa4741b61394d72b49aca04387ede5d1fc8270f8","observation_id":"2db88303-d53a-4e94-9f3e-d6c0e2bb6be7","resolution":{"observed_at":"2026-08-06T05:12:33.290592Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:34.882729Z","title":"Available: https://arxiv.org/abs/2305","venue":null,"work_id":"fdd9d5fb-9dc6-4fde-8440-7dcc3e9c0389","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.963118Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:2f54f2641d41a8c5889cdc18efad39077fb7e4b0ee9aeff0bd3d51ec52212e4c","observation_id":"e67f0963-b334-4ba4-8934-673bafec108e","resolution":{"observed_at":"2026-08-06T05:12:34.979950Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T05:12:35.779462Z","title":"Available: https://arxiv.org/abs/2503","venue":null,"work_id":"dc0b8573-ed82-481d-afe3-1c6bf1f14599","year":null},"citing_paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-06T05:12:29.141451Z"},"links":{"citing_paper":"/paper/2508.02209"},"observation_digest":"sha256:f7f193241a1dad387eeb33ed92fef1dfa5ba83a0ed9609ee5e5ff34a51a2cc46","observation_id":"853d98b3-6a86-4d48-81fa-9ecd7ecd3cb2","resolution":{"observed_at":"2026-08-06T05:12:35.866173Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"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"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.02209","last_updated":"2025-08-04T09:00:01Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-08T01:35:49.570669Z","submitted_at":"2025-08-04T09:00:01Z","title":"Balancing Information Accuracy and Response Timeliness in Networked LLMs"},"reference_resolution":{"displayed":38,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":20,"verified_exact":2,"verified_fuzzy":16},"total_outbound_references":38},"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 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.02209."}