Paper Citation Record · LEDGER

Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2504.05047.

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

pith.paper-citation-record.v1
2504.05047 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:28:45.928910Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T15:05:03.445713Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7e7b5c1e-71e6-4bad-b040-f8e5f5ad2c28 · inbound

LLM-First Search: Self-Guided Exploration of the Solution Space cites this paper.

LLM-First Search: Self-Guided Exploration of the Solution Space Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.928910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1808ef03-445f-432a-b6b7-ec0674130b18 · inbound

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs cites this paper.

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:58.282695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00f151ae-dafc-4c3a-9a48-89ab7b2ec98c · inbound

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects cites this paper.

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T12:51:58.789409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61fa0344-fe89-4288-9e20-fc5b4dd4e836 · inbound

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems cites this paper.

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:21:42.349154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d8b490dd-ba07-45bd-b8fa-36611646304a · inbound

EMS: Multi-Agent Voting via Efficient Majority-then-Stopping cites this paper.

EMS: Multi-Agent Voting via Efficient Majority-then-Stopping Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:58:12.139762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 48878ef1-2bc7-41f8-89f9-b113ef9a4dde · inbound

Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives cites this paper.

Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:00:57.007113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e10e715b-25f7-473b-a8d3-8e644d4aecc3 · inbound

Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate cites this paper.

Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.262122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3c50579-c921-4f2f-b275-907f4ab2d97f · inbound

Statistical Scouting Finds Debate-Safe but Not Debate-Useful Cases: A Matched-Ceiling Study of Open-Weight LLM Reasoning Protocols cites this paper.

Statistical Scouting Finds Debate-Safe but Not Debate-Useful Cases: A Matched-Ceiling Study of Open-Weight LLM Reasoning Protocols Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:31:27.464481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e242d75-76cd-4b8d-8b1a-3d4123554523 · inbound

SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate cites this paper.

SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:55:23.839535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 65227a2f-2fff-4bc4-b2a2-2c5a417eaa68 · inbound

Multiagent Protocols with Aggregated Confidence Signals cites this paper.

Multiagent Protocols with Aggregated Confidence Signals Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:48:33.338436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dc0f9bcd-91dd-4375-8226-2bd8581956ce · inbound

LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability cites this paper.

LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 139

Resolution: verified exact; local_arxiv, observed 2026-07-08T15:05:03.447238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.