Paper Citation Record · LEDGER

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems

As of 14 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 2 inbound Pith citation observations for arXiv:2602.08567.

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

pith.paper-citation-record.v1
2602.08567 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:17:25.021493Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T22:55:08.544620Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T13:35:46.832506Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73e4b31e-54d7-464d-841d-2f4b410eb5d3 · outbound

This paper cites online" 'onlinestring :=.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:22.954684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6965add8-1a8c-43a9-9ecf-3fa65f036074 · outbound

This paper cites write newline.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.063285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f5af50-3d56-46fc-a0c4-041974f074a4 · outbound

This paper cites A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.176810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bcf6742-79a4-4119-8b75-2d1e1b096b66 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.343709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6842455b-529c-46a0-85d5-ce71f51b7998 · outbound

This paper cites AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.437449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b85b26-04eb-4602-817a-a8a7dd84f98f · outbound

This paper cites Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.565327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe5b3aa-3436-4525-bed8-91613303111a · outbound

This paper cites Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.651382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6154951e-4d2e-408a-8e9a-204348cc3e54 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.769980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc795a11-6bb9-4a08-8a73-21f7d9962e08 · outbound

This paper cites Can Language Models Reason about Individualistic Human Values and Preferences?.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Can Language Models Reason about Individualistic Human Values and Preferences?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.860737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd7c96d-756d-4e96-af63-dc7bcf2c7381 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.958329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5623f355-aec4-4e49-9694-75263c236155 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.065115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d7ab70-8f50-4ff5-97c7-d5b9eda13d08 · outbound

This paper cites Improving Multi-Agent Debate with Sparse Communication Topology.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Improving Multi-Agent Debate with Sparse Communication Topology

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.153377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28b59f58-cf06-4a82-b54a-779e50886ba8 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.285678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb9e89b2-a119-476c-b70d-c900efd8ea04 · outbound

This paper cites ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.417724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3852703d-3324-44e8-9276-c52e2e6f12e5 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.491835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 044f581a-e3f3-4b6c-947d-d017d446c8b5 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.574347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39138c23-6fa4-4e0a-887a-93f8fe96cceb · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.634679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 226c5041-703d-4e6d-82dc-7463e375d526 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.716296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ce4be6-f0cc-4659-b424-7f4acb33599a · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.781442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c0c78f0-e27a-458e-90f3-758cb7a8c76c · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.866694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1ece6ff-01a1-47a4-adf5-eeedfb840a15 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.945637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb0d6eb-952e-4033-9df9-d301b21da2d1 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.978783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c47768b-dda8-4b0b-a56c-2710c8e987f7 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.983203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6902d7f-720e-4cc7-97c4-6143d021837d · outbound

This paper cites A Roadmap to Pluralistic Alignment.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems A Roadmap to Pluralistic Alignment

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.987185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d393ed4-1c73-489c-a557-bbf9f022f582 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.991418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81536cf1-2584-4df7-9343-73906a2b1b03 · outbound

This paper cites Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:24.995993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b06892c1-952c-4836-b661-5f71e78248a9 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:25.000269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e123be7-349b-402e-bc67-4879273e57f4 · outbound

This paper cites A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:25.004988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7a118b1-c458-4a03-8f2c-3d0bd77db2f9 · outbound

This paper cites CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:25.009187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a2dbd8-3061-4426-8368-5082cce8b90f · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:25.013417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d5e3c8f-bc2a-40dc-a74c-237f80a82846 · outbound

This paper cites an unresolved cited work.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:25.017591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 412c3700-c5d3-4992-a6bd-a15b1305be32 · outbound

This paper cites Language Agents as Optimizable Graphs.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems Language Agents as Optimizable Graphs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:25.021493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 129907c1-5711-4298-8c8e-d5e7ff89ae8a · inbound

Pseudo-Deliberation in Language Models: When Reasoning Fails to Align Values and Actions cites this paper.

Pseudo-Deliberation in Language Models: When Reasoning Fails to Align Values and Actions ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-29T02:05:02.009364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6fe7e9f1-e21a-48bf-8fbe-c7ec7e8b19ca · inbound

Pseudo-Deliberation in Language Models: When Reasoning Fails to Align Values and Actions cites this paper.

Pseudo-Deliberation in Language Models: When Reasoning Fails to Align Values and Actions ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-07-01T13:35:46.834049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.