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Paper Citation Record · LEDGER

MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2404.12926.

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

pith.paper-citation-record.v1
2404.12926 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:03:20.789562Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T05:03:21.589968Z

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 796015b7-06c2-49ee-b738-eddd4139ca88 · inbound

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents cites this paper.

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-08-12T05:03:21.611321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T05:03:20.789562Z digest=sha256:52c763fcc6d2fd5d0742f1ae1c54231adc3c29f73793173ecdb68f9579c32517