Paper Citation Record · LEDGER

Balancing Information Accuracy and Response Timeliness in Networked LLMs

As of 14 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.02209.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.02209 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:12:32.559295Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact2
verified fuzzy16
unresolved20
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a47b3b7-ced6-4754-8222-cb91bfe2d0c3 · outbound

This paper cites Language mod- els are few-shot learners,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Language mod- els are few-shot learners,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:36.273286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 90d64b19-2a55-4ee8-acd3-0ffe05ce3b8a · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Balancing Information Accuracy and Response Timeliness in Networked LLMs LLaMA: Open and Efficient Foundation Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:28.577236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55cab594-c821-40ec-b9ee-583ec621412a · outbound

This paper cites The Llama 3 Herd of Models.

Balancing Information Accuracy and Response Timeliness in Networked LLMs The Llama 3 Herd of Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:28.734218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 685cad9b-eb7f-4ef0-b667-49ba9d51114c · outbound

This paper cites Qwen3 Technical Report.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Qwen3 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:28.819846Z

Source-reported events for the cited work

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Observation 63d05a52-0dce-4665-9960-ba384731fdfc · outbound

This paper cites Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:28.940425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a21d5b-ae5b-42cb-87b4-49625d188935 · outbound

This paper cites Why do multi-agent LLM system s fail?.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Why do multi-agent LLM system s fail?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:36.098676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0a842a0b-4665-4967-b1fa-6cb1672a5138 · outbound

This paper cites Mixture-of-Agents Enhances Large Language Model Capabilities.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:29.220007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10463b78-c069-4258-893d-8bfdfd8a167a · outbound

This paper cites SMoA: Improving multi-agent large language models with sparse mi xture-of- agents,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs SMoA: Improving multi-agent large language models with sparse mi xture-of- agents,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:35.677688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0a24f591-33c4-4f8f-af58-a459be3d1396 · outbound

This paper cites RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation.

Balancing Information Accuracy and Response Timeliness in Networked LLMs RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c687842-a22c-46c3-bf1a-a6eac4993b73 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:29.521805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8afed8d-637c-404e-b908-0488cecb2040 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:29.610549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb67d90e-096e-4d83-842c-5df3666eddac · outbound

This paper cites X -mas: Towards building multi-agent systems with heterogeneous L LMs,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs X -mas: Towards building multi-agent systems with heterogeneous L LMs,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:35.518589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1abec15a-91c0-4799-afe5-50ebc6eac789 · outbound

This paper cites FrugalGPT: How to use la rge language models while reducing cost and improving performa nce,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs FrugalGPT: How to use la rge language models while reducing cost and improving performa nce,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:35.218549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8dcdbcb-a3ed-4e26-86d0-143f83f857b9 · outbound

This paper cites Available: https://arxiv.org/abs/2505.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Available: https://arxiv.org/abs/2505

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:35.363031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ade0ec9-2443-49a8-813e-9aa22f092dae · outbound

This paper cites Leveraging Uncertainty Estimation for Efficient LLM Routing.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:30.208060Z

Source-reported events for the cited work

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Observation 00d5258b-8b42-4b4d-a9e6-27e880bd964e · outbound

This paper cites LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead.

Balancing Information Accuracy and Response Timeliness in Networked LLMs LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:12:32.860659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0737a9be-3e54-4131-ba7b-c0c60bba1c7c · outbound

This paper cites MixLLM: Dynamic routing in mixed large languag e models,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs MixLLM: Dynamic routing in mixed large languag e models,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:34.788315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ccacbe4c-6a93-4c8f-8825-a28c2b94f68d · outbound

This paper cites Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:30.570192Z

Source-reported events for the cited work

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Observation aa89c273-0ccc-413d-8bca-551af00449f8 · outbound

This paper cites Distributed Mixture-of-Agents for Edge Inference with Large Language Models.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Distributed Mixture-of-Agents for Edge Inference with Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:30.697237Z

Source-reported events for the cited work

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Observation dc665d2f-711a-41e9-86a2-7367bfe14673 · outbound

This paper cites Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:30.461933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3be3d99-df14-4588-841d-22d463339c3e · outbound

This paper cites Probability with engineering applications ,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Probability with engineering applications ,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:34.476193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d85b5d4-4b37-4c1b-9981-24cfb4a17e47 · outbound

This paper cites an unresolved cited work.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:12:34.287681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b00deb2a-1008-495b-a832-ca2014b98ee3 · outbound

This paper cites Dist ributed fact checking,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Dist ributed fact checking,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:34.628268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6289716f-9860-49a2-8890-c8b7b283106e · outbound

This paper cites Mistral 7B.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Mistral 7B

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 716edd3a-c13d-40da-854a-030abe9806b9 · outbound

This paper cites Gemma 3 Technical Report.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Gemma 3 Technical Report

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 900b5972-ab20-4bf9-87da-2e02a1d69631 · outbound

This paper cites Euler-Mascheroni constant,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Euler-Mascheroni constant,

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ba3c53ea-4964-4fa2-8d4c-7adb8355aca2 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Scaling Instruction-Finetuned Language Models

Reference 27

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Source-reported events for the cited work

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Observation 22a3d6d8-2348-4c98-b1b7-8960a43cddbd · outbound

This paper cites The Falcon Series of Open Language Models.

Balancing Information Accuracy and Response Timeliness in Networked LLMs The Falcon Series of Open Language Models

Reference 28

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Source-reported events for the cited work

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Observation 045d4a15-8fe6-405f-8117-e425a07646d8 · outbound

This paper cites Phi-4 Technical Report.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Phi-4 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:31.593077Z

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Observation bedbdc8e-1104-4490-b717-ec9e01ee54cf · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 30

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Source-reported events for the cited work

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Observation 778de501-66ad-47c7-8c96-82cae8bbb9a1 · outbound

This paper cites Commons enseQA: A question answering challenge targeting commonsense know ledge,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Commons enseQA: A question answering challenge targeting commonsense know ledge,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:33.493185Z

Source-reported events for the cited work

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Observation 64dec360-dedf-489f-8e5d-5d1df7da7118 · outbound

This paper cites Trivi aQA: A large scale distantly supervised challenge dataset for reading c omprehension,.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Trivi aQA: A large scale distantly supervised challenge dataset for reading c omprehension,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:33.910780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b1d6d28a-d741-4c4b-8ab3-f1fac97bed19 · outbound

This paper cites Can Large Language Models Be an Alternative to Human Evaluations?.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Can Large Language Models Be an Alternative to Human Evaluations?

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948c5dae-7ca1-4ecc-928f-325953cf86b2 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:32.485535Z

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Unavailable: canonical work link unavailable.

Observation 44d84820-df91-4fed-b8e7-18793758a7df · outbound

This paper cites Available: https://arxiv.org/abs/1705.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Available: https://arxiv.org/abs/1705

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:33.740159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2db88303-d53a-4e94-9f3e-d6c0e2bb6be7 · outbound

This paper cites Available: https://arxiv.org/abs/1811.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Available: https://arxiv.org/abs/1811

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:33.290592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e67f0963-b334-4ba4-8934-673bafec108e · outbound

This paper cites Available: https://arxiv.org/abs/2305.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Available: https://arxiv.org/abs/2305

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:34.979950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 853d98b3-6a86-4d48-81fa-9ecd7ecd3cb2 · outbound

This paper cites Available: https://arxiv.org/abs/2503.

Balancing Information Accuracy and Response Timeliness in Networked LLMs Available: https://arxiv.org/abs/2503

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:12:35.866173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.