Paper Citation Record · LEDGER

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference

As of 8 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2509.07571.

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

pith.paper-citation-record.v1
2509.07571 v2

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:03:02.083797Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy4
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc2ee3ef-b17f-4ffe-b16c-96da318de0ac · outbound

This paper cites 2024 aime problems and solutions.,.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference 2024 aime problems and solutions.,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:03:02.832551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 947731c4-965f-4e2b-9e7c-1fe948c15337 · outbound

This paper cites GraphRouter: A Graph-based Router for LLM Selections.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference GraphRouter: A Graph-based Router for LLM Selections

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.025641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dba8262f-292c-4ebd-8fb1-086bea6ec619 · outbound

This paper cites Prompt-to-Leaderboard.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Prompt-to-Leaderboard

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.095225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0bffdc-56ff-4d57-a439-9dfb52469129 · outbound

This paper cites Moa: Mixture of sparse attention for automatic large language model compression.arXiv preprint arXiv:2406.14909,.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Moa: Mixture of sparse attention for automatic large language model compression.arXiv preprint arXiv:2406.14909,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.267557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17981650-791e-4faf-9a9c-b5d55ce5a1c6 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.383236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eed67855-1450-49ca-a21c-63eba076fd49 · outbound

This paper cites Joyagents-r1: Joint evolution dynamics for versatile multi-llm agents with reinforcement learning.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Joyagents-r1: Joint evolution dynamics for versatile multi-llm agents with reinforcement learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.454561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc08265a-3e68-4fb9-ace3-59ab41ce5ec3 · outbound

This paper cites Large language models for code: Security hardening and adver- sarial testing.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Large language models for code: Security hardening and adver- sarial testing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:03:02.783669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c46c619-221d-4146-945c-599208f33f64 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.990619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9747c1c0-3807-410f-bf75-e47dc570bee1 · outbound

This paper cites LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.998475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24de13b-efe0-40b4-9fce-a042c67f8316 · outbound

This paper cites DeepSeek-V3 Technical Report.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference DeepSeek-V3 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.019440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fad8384-2d4d-479b-a8f4-f7cce359867c · outbound

This paper cites Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.028525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e52c4210-4464-4e91-9f07-b3b560336fcc · outbound

This paper cites RouteLLM: Learning to Route LLMs with Preference Data.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference RouteLLM: Learning to Route LLMs with Preference Data

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.034792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d71bac7-d295-42be-a65b-64ed46c6434e · outbound

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

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.041305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798a97a3-3e8d-496f-93ff-410cba03e8bd · outbound

This paper cites Measuring short-form factuality in large language models.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Measuring short-form factuality in large language models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.053966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e93d2225-9b55-41f0-8a99-be042e25e16b · outbound

This paper cites Qwen3 Technical Report.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Qwen3 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.062492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f093be1-2537-4ba9-9226-99e65d6d887c · outbound

This paper cites Be- yond gpt-5: Making llms cheaper and better via performance-efficiency optimized routing.arXiv preprint arXiv:2508.12631, 2025a.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Be- yond gpt-5: Making llms cheaper and better via performance-efficiency optimized routing.arXiv preprint arXiv:2508.12631, 2025a

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.071125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79f1ef38-4279-43f6-b99c-9bd97c1b82ce · outbound

This paper cites macro- level category signals.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference macro- level category signals

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:03:02.725078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c20b88c8-e6cb-47fd-9621-5b7a1295e591 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Qwen2.5-Coder Technical Report

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:01.677545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e048fe38-e460-433f-9515-8b4fc77ff1c0 · outbound

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

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:00.916850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d26b3cd4-b532-4037-adf7-807fa791a3a4 · outbound

This paper cites Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.011254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 558360f0-b6b8-42be-96e9-02961abfdf66 · outbound

This paper cites Message type identification of binary network protocols using continuous segment similarity.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Message type identification of binary network protocols using continuous segment similarity

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:03:02.750286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1583596b-2d35-40ad-9718-7674abcabe0e · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:00.687862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b884cbd-b944-4c55-8898-713e06f2bd58 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:00.800450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.