Paper Citation Record · LEDGER

Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2312.04854.

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

pith.paper-citation-record.v1
2312.04854 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:39.556316Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T06:16:28.064256Z

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 6bdfe1e3-1c75-476f-ac35-8cbd9c1d404b · inbound

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation cites this paper.

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:39.556316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fdca9d2-b637-4124-8643-a39c364f80e1 · inbound

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration cites this paper.

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:57.249294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecbf8164-f67d-4952-ae71-e39811b224b1 · inbound

Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences cites this paper.

Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T18:24:56.042027Z

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 9279f953-5a12-4a12-a9a6-b7628a93a43c · inbound

Interaction Protocol Shapes Moral Judgment in Multi-Agent Debate cites this paper.

Interaction Protocol Shapes Moral Judgment in Multi-Agent Debate Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T10:25:54.856989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.