Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2406.09136.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:36:38.553844Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T09:42:04.341075Z
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 5664a82c-edd2-4e6e-9d96-0f330c7ddd46 · inbound
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents cites this paper.
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 87
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T09:42:04.348991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a660e78a-0202-4906-8be5-b681e90e036b · inbound
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning cites this paper.
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:38.553844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c554ab6f-cec7-4e27-9e0e-129f6f5858ed · inbound
NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning cites this paper.
NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T08:41:24.286587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.