Paper Citation Record · LEDGER

StepWiser: Stepwise Generative Judges for Wiser Reasoning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2508.19229.

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

pith.paper-citation-record.v1
2508.19229 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:15:47.940922Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T22:40:43.196250Z

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 cae2534f-3fe8-4a48-b7cf-a13dee1c0617 · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 164

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:21:48.431511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16d53c6d-a008-4682-bbcc-524ba55d0895 · inbound

Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training cites this paper.

Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:40:43.198972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c38c875f-867f-4278-bf55-448f101bb6dc · inbound

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards cites this paper.

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T13:15:47.940922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e665e297-36b3-4ea9-9532-fc39ece9bd3c · inbound

ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models cites this paper.

ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T00:20:32.081580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7c94dc5b-54a7-489e-9f51-e93e7a6c470a · inbound

P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist cites this paper.

P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T12:29:43.974215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ced92e37-a2d6-40d8-843e-b5d2ff7ce3ca · inbound

Reward Modeling for Reinforcement Learning-Based LLM Reasoning: Design, Challenges, and Evaluation cites this paper.

Reward Modeling for Reinforcement Learning-Based LLM Reasoning: Design, Challenges, and Evaluation StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 114

Resolution: unresolved; no resolver link, observed 2026-08-03T03:04:44.848131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e585c9-85f7-4920-8bd1-2fb38c21ed7c · inbound

StoSignSGD: Unbiased Structural Stochasticity Fixes SignSGD for Training Large Language Models cites this paper.

StoSignSGD: Unbiased Structural Stochasticity Fixes SignSGD for Training Large Language Models StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:15:22.276900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3c895cc7-747d-4f29-b959-cbd6f8e399d4 · inbound

Process Rewards with Learned Reliability cites this paper.

Process Rewards with Learned Reliability StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-19T14:53:06.962668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2529183e-44ad-4f8f-82db-2d7c03b11040 · inbound

ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning cites this paper.

ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:53:49.405350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6967dfb-2fe5-4f0a-9d44-3f19d4dcf38d · inbound

The Hidden Signal of Verifier Strictness: Controlling and Improving Step-Wise Verification via Selective Latent Steering cites this paper.

The Hidden Signal of Verifier Strictness: Controlling and Improving Step-Wise Verification via Selective Latent Steering StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:54:01.042670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eb4010a3-4fbb-4df1-9b8b-caddea7b863e · inbound

Trajectories That Segment Themselves: Agent-Declared Boundaries as a Training Unit cites this paper.

Trajectories That Segment Themselves: Agent-Declared Boundaries as a Training Unit StepWiser: Stepwise Generative Judges for Wiser Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:44:32.967941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.