Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Mars-PO: Multi-Agent Reasoning System Preference Optimization
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2411.19039.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T00:51:18.786861Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T22:47:25.851906Z
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 e0fde64d-8c8e-47f3-8ec0-1608e7cb85ed · inbound
Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery cites this paper.
Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery Mars-PO: Multi-Agent Reasoning System Preference Optimization
Reference 160
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T22:47:25.853804Z
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 fad21fef-7abb-4ae9-bb49-ef5246c26335 · inbound
Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery cites this paper.
Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery Mars-PO: Multi-Agent Reasoning System Preference Optimization
Reference 160
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:05:17.904146Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89acc868-36dd-4f4b-a1b6-66445ed40372 · inbound
Learning Sexism Detection Using Multi-Agent Perspectivist Preference Optimization cites this paper.
Learning Sexism Detection Using Multi-Agent Perspectivist Preference Optimization Mars-PO: Multi-Agent Reasoning System Preference Optimization
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T00:51:18.786861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.