Paper Citation Record · LEDGER

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

As of 18 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 8 inbound Pith citation observations for arXiv:2501.00430.

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

pith.paper-citation-record.v1
2501.00430 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:54:58.005476Z

measured 47 of 47 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:00:53.720119Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T15:14:25.975710Z

Reference resolution

39 of 39 outbound references displayed

verified exact1
verified fuzzy5
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d83538f6-a174-4ed6-b01a-39f405e23bb2 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.407872Z

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 fcbba53b-ef8c-45eb-a84d-c03d44f54b9a · outbound

This paper cites Zhang, F.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Zhang, F

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:58.397703Z

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 a74cba1a-7b8f-4e17-8710-9ef20824995a · outbound

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

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.875910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25d94fd6-839a-4944-b7bc-9aaee3982bf5 · outbound

This paper cites Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.880558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dff3290-9304-4054-82d1-235d81b73259 · outbound

This paper cites Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:54:58.235193Z

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 988e8af1-98d4-4d91-be32-defde3f8a10e · outbound

This paper cites Madaan, N.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Madaan, N

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:58.387956Z

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 e83d3211-15bd-4a9c-a2ed-b2aee7e4ce76 · outbound

This paper cites Brown, B.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Brown, B

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.892974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05c2c8e9-5698-40ca-846f-b28cd3073fcf · outbound

This paper cites Huang, W.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Huang, W

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:58.371498Z

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 1a33198a-bb98-4e3b-917c-fce494052577 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.359859Z

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 d1f0788f-0353-437d-b87a-8a0136c3fe54 · outbound

This paper cites SELF: Self-Evolution with Language Feedback.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents SELF: Self-Evolution with Language Feedback

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.903331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe8b6889-b8b0-4ee5-800b-37b2a6881d2a · outbound

This paper cites LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.906766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1509c257-092a-4fb8-aa11-438a42259165 · outbound

This paper cites Shinn, F.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Shinn, F

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:58.350256Z

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 92f7b746-2426-4e94-bd58-92c0bb1f5bf2 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.339026Z

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 d8b5ec82-975c-463f-8f58-4a7f394879c7 · outbound

This paper cites Kahneman, Thinking, fast and slow, Farrar, Straus and Giroux (2011).

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Kahneman, Thinking, fast and slow, Farrar, Straus and Giroux (2011)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:58.327260Z

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 fa98ca6b-d75e-45be-a0e1-abcd66e85182 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.315239Z

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 6e6b9afc-dbac-441d-baba-b93676043bd0 · outbound

This paper cites Agents Thinking Fast and Slow: A Talker-Reasoner Architecture.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Agents Thinking Fast and Slow: A Talker-Reasoner Architecture

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.923399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce50fe47-0682-43a2-a570-90c9a5b95435 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.926900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80fb244d-fae2-43d9-b90f-0d5c0ada72b7 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.930435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8d5742-f124-46a6-8b35-fc331d615250 · outbound

This paper cites Self-critiquing models for assisting human evaluators.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Self-critiquing models for assisting human evaluators

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.933584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba90383c-ee4c-47bf-aabf-d0ea4d281bcd · outbound

This paper cites Iterative Translation Refinement with Large Language Models.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Iterative Translation Refinement with Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.937088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f90c4d-d500-42d5-9844-25bbd55d7db4 · outbound

This paper cites Large Language Model-based Human-Agent Collaboration for Complex Task Solving.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Large Language Model-based Human-Agent Collaboration for Complex Task Solving

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.940456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be4b0a9b-b903-43ee-95a2-6f6ae249bd13 · outbound

This paper cites Aligning Large Language Models with Human: A Survey.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Aligning Large Language Models with Human: A Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.943854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea98ff6-81f1-4c5f-b126-e987cfb0fea8 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.298594Z

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 e0d16401-7144-4b1e-8c5f-bb1dbc98e06b · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Reasoning with Language Model is Planning with World Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.950940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb7cffa-9168-438c-be1f-df28d4b043ce · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.954096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5ab071c-a1d3-4e5b-8dc0-a8ec2c90a4ff · outbound

This paper cites Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.957153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4c7c05-4d1a-46be-bdb5-79b68de2f247 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.960993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d08b8bba-e666-408b-b53e-0e6cb5b21b18 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.287418Z

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 f8aceaf2-fd70-404f-9c11-fc511b7d9c6e · outbound

This paper cites LLM Harmony: Multi-Agent Communication for Problem Solving.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents LLM Harmony: Multi-Agent Communication for Problem Solving

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.968821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2647dc1-8b5d-458b-ac62-f3a1ba6ca2fc · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.276166Z

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 32530bf1-7769-47d5-b719-39ab0305a06b · outbound

This paper cites A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.979745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084dc842-03cb-4692-b85f-6519370b0da9 · outbound

This paper cites Solving Math Word Problems by Combining Language Models With Symbolic Solvers.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Solving Math Word Problems by Combining Language Models With Symbolic Solvers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.982949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68de1d83-c9a1-4c5d-a301-fe9e3a74be8b · outbound

This paper cites CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.986757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 625e4f67-e2e5-4d44-90ce-2548f9d4217f · outbound

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

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.991466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4c9a7de-9eed-4665-8330-a38cc2edcb65 · outbound

This paper cites RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.994831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93393f02-c945-45af-944e-b6d016c68864 · outbound

This paper cites Risks from Learned Optimization in Advanced Machine Learning Systems.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Risks from Learned Optimization in Advanced Machine Learning Systems

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:57.998228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cb07e1c-5694-471a-8133-adb06eea4a4b · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Measuring Massive Multitask Language Understanding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:58.001777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a78b4f48-9214-41f6-a481-9acc4acce948 · outbound

This paper cites ExpertPrompting: Instructing Large Language Models to be Distinguished Experts.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents ExpertPrompting: Instructing Large Language Models to be Distinguished Experts

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:58.005476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4155061e-3fcf-425c-a7d4-dfd1c527972d · outbound

This paper cites an unresolved cited work.

Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents Unresolved cited work

Reference 4485

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:54:58.266110Z

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.

Pith citing papers

Observation 0ce39fa2-32fb-4eea-99e5-b1e9afc0fe72 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 244

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.479429Z

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 2c58fdf5-4618-4bd3-9efd-b954a28d22da · inbound

DeCoDe: Defer-and-Complement Decision-Making via Decoupled Concept Bottleneck Models cites this paper.

DeCoDe: Defer-and-Complement Decision-Making via Decoupled Concept Bottleneck Models Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:58.463438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73066226-61b1-409f-9adc-a292341aec1c · inbound

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering cites this paper.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.720119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d415cac-e65a-45ad-a78c-1ce4a1a36764 · inbound

Meta-Policy Reflexion: Reusable Reflective Memory and Rule Admissibility for Resource-Efficient LLM Agent cites this paper.

Meta-Policy Reflexion: Reusable Reflective Memory and Rule Admissibility for Resource-Efficient LLM Agent Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T10:34:04.035580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94347249-0af0-4251-af9b-12ce720595b0 · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 231

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T23:13:15.655292Z

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 2118e4ec-f8d7-4167-8a4f-cbf908b17675 · inbound

Agentic Reasoning for Large Language Models cites this paper.

Agentic Reasoning for Large Language Models Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:14:25.978599Z

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 0a38bc49-89da-4e82-892b-e72eb2a9be39 · inbound

Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding cites this paper.

Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:31:08.780805Z

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 a316917e-f56c-4099-bdd9-e2d43b661402 · inbound

Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs cites this paper.

Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T07:48:43.163734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.