Paper Citation Record · LEDGER

Error-Aware Reverse Auction Mechanism for Large Language Model Routing

As of 18 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.12719.

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

pith.paper-citation-record.v1
2608.12719 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:55:47.284678Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy15
unresolved18
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 256862f3-96ff-4d59-a0c7-f91c2581cc6c · outbound

This paper cites A Survey of Large Language Models.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing A Survey of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.128693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15233c7b-ef23-4a01-b541-04505568c1e9 · outbound

This paper cites Large language model based multi-agents: A survey of progress and challenges.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Large language model based multi-agents: A survey of progress and challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.134291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2028e1f-c089-4829-87dd-177abc598d1c · outbound

This paper cites An overview of domain-specific foundation model: key technologies, applications and challenges.Science China Information Sciences, 69(1):111301, 2026.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing An overview of domain-specific foundation model: key technologies, applications and challenges.Science China Information Sciences, 69(1):111301, 2026

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.838074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9eda79a-d9cf-4f29-bc79-9ff0156c962e · outbound

This paper cites EmbedLLM: Learning compact representations of large language models.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing EmbedLLM: Learning compact representations of large language models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.822576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0655d457-7d48-4ac6-841b-2305dfc01f8c · outbound

This paper cites Gonzalez, M Waleed Kadous, and Ion Stoica.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Gonzalez, M Waleed Kadous, and Ion Stoica

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.148636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 624397a7-e235-4fe9-b4d8-213bfc2c5691 · outbound

This paper cites Icl-router: In-context learned model representations for llm routing.arXiv preprint arXiv:2510.09719, 2025.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Icl-router: In-context learned model representations for llm routing.arXiv preprint arXiv:2510.09719, 2025

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.153103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 276996b4-b8cd-4c96-a1ab-d4e51f8a8e7b · outbound

This paper cites Auto router.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Auto router

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.797026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 880fe2ce-5a72-4307-a1ce-205b3c74e7b6 · outbound

This paper cites Smart llm routing.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Smart llm routing

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.782182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87aac32f-1cd0-4535-9316-febe39d413e6 · outbound

This paper cites Real-time bidding for online advertising: measure- ment and analysis.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Real-time bidding for online advertising: measure- ment and analysis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.767014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 55f9bfd5-ca6a-4c91-9856-5f7be40f71ae · outbound

This paper cites Display advertising with real-time bidding (rtb) and behavioural targeting.Foundations and Trends® in Information Retrieval, 11(4-5):297–435, 2017.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Display advertising with real-time bidding (rtb) and behavioural targeting.Foundations and Trends® in Information Retrieval, 11(4-5):297–435, 2017

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.752092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 521def5f-7719-4ed3-8f07-a236d393461c · outbound

This paper cites The fcc spectrum auctions: An early assessment.Journal of Economics & Management Strategy, 6(3):431–495, 1997.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing The fcc spectrum auctions: An early assessment.Journal of Economics & Management Strategy, 6(3):431–495, 1997

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.736718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4071d028-8e3d-4ecb-9b1a-cc52ddd3fd64 · outbound

This paper cites Cambridge University Press, 2004.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Cambridge University Press, 2004

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.722428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4520fe82-f041-4d97-8804-115738aabc30 · outbound

This paper cites Fault tolerant mechanism design.Artificial Intelligence, 172(15):1783–1799, 2008.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Fault tolerant mechanism design.Artificial Intelligence, 172(15):1783–1799, 2008

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.708949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f973fe32-1e4f-4097-8702-f468e4d06143 · outbound

This paper cites Strategic design under uncertain evaluations: structural analysis of design- build auctions.The RAND Journal of Economics, 49(3):594–618, 2018.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Strategic design under uncertain evaluations: structural analysis of design- build auctions.The RAND Journal of Economics, 49(3):594–618, 2018

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.694901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5f1d8e7d-2c69-4d94-a5ac-2541af997e19 · outbound

This paper cites COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.197252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bb514c7-de52-4b9f-8293-c09ec9648778 · outbound

This paper cites IRT-router: Effective and interpretable multi-LLM routing via item response theory.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing IRT-router: Effective and interpretable multi-LLM routing via item response theory

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.680818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 07d3d082-c6b6-45d3-92bf-915acfd267f5 · outbound

This paper cites Routerbench: A benchmark for multi-LLM routing system.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Routerbench: A benchmark for multi-LLM routing system

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.206146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34377388-a92e-484d-9ddb-46ff3472ed22 · outbound

This paper cites an unresolved cited work.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.210316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 174ad548-851b-4f1a-98ae-9eec9bd04265 · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale.Communications of the ACM, 64(9):99–106, 2021.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Winogrande: An adversarial winograd schema challenge at scale.Communications of the ACM, 64(9):99–106, 2021

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.215701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e0b215-f076-484f-b07f-a2f0a85f39c5 · outbound

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

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.221116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2f59939-050a-4091-9648-b7f696109468 · outbound

This paper cites Program Synthesis with Large Language Models.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Program Synthesis with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.225768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c54b913-767a-4e31-92dd-6de703ec8dea · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Training Verifiers to Solve Math Word Problems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.231230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1b5de73-5d2a-4acb-adb6-5e89e5dfa57a · outbound

This paper cites Measuring massive multitask language understanding.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Measuring massive multitask language understanding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.236038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61b53121-3b0e-47f3-beb2-5a66d139171e · outbound

This paper cites FrugalGPT: How to use large language models while reducing cost and improving performance.Transactions on Machine Learning Research,.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing FrugalGPT: How to use large language models while reducing cost and improving performance.Transactions on Machine Learning Research,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.240428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f511b06-a161-477a-b940-dab562433f91 · outbound

This paper cites A unified approach to routing and cascading for LLMs.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing A unified approach to routing and cascading for LLMs

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.610058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fb4b81d6-5a42-45bc-b543-8058bde3dbde · outbound

This paper cites all-minilm-l6-v2.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing all-minilm-l6-v2

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.595218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2cbc10eb-776f-4986-ae95-85d7a342be45 · outbound

This paper cites Router-r1: Teaching llms multi-round routing and aggregation via reinforcement learning.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Router-r1: Teaching llms multi-round routing and aggregation via reinforcement learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.258190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88f73e1b-45ce-4585-8b27-39344ee88e90 · outbound

This paper cites Ad auctions for llms via retrieval augmented generation.Advances in Neural Information Processing Systems, 37:18445–18480, 2024.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Ad auctions for llms via retrieval augmented generation.Advances in Neural Information Processing Systems, 37:18445–18480, 2024

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.262645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f1dc89-9a19-4482-8695-83d540fde4e1 · outbound

This paper cites Mechanism design for large language models.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Mechanism design for large language models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:55:47.266962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56baaad0-6fe2-4c64-97a5-5b9a972e39c7 · outbound

This paper cites Auctions with llm summaries.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Auctions with llm summaries

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.552515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65c173cf-35ac-4f2d-ab3d-31739a2e4f3a · outbound

This paper cites an unresolved cited work.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:55:47.537727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6bf6f5d8-70c1-4e9d-8d49-39fe3b501975 · outbound

This paper cites This confirms that the seller’s utility is weakly increasing in ability and weakly decreasing in difficulty.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing This confirms that the seller’s utility is weakly increasing in ability and weakly decreasing in difficulty

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:55:47.523468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 673c1f8d-f4ec-4301-8887-6dac6352a858 · outbound

This paper cites an unresolved cited work.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:55:47.506100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 72f8af3a-d861-45a9-a599-a4348488040f · outbound

This paper cites an unresolved cited work.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing Unresolved cited work

Reference 2024

Resolution: parse uncertain; no resolver link, observed 2026-08-16T00:55:47.244879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.