Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.11527.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:18:00.421985Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T11:02:47.045282Z
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 23d7d688-411c-4e32-837b-b24e4a024ac6 · inbound
Why Do Multi-Agent LLM Systems Fail? cites this paper.
Why Do Multi-Agent LLM Systems Fail? Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
Reference 67
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T05:42:58.611439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e703bc5d-3243-49fe-9dc1-d391added39d · inbound
Swarm Intelligence Enhanced Reasoning: A Density-Driven Framework for LLM-Based Multi-Agent Optimization cites this paper.
Swarm Intelligence Enhanced Reasoning: A Density-Driven Framework for LLM-Based Multi-Agent Optimization Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:18:00.421985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7db58b3d-c2b7-46ef-bd0d-c9963f828035 · inbound
AMA: Adaptive Memory via Multi-Agent Collaboration cites this paper.
AMA: Adaptive Memory via Multi-Agent Collaboration Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T11:02:47.048426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.