Paper Citation Record · LEDGER

Uncertainty-Aware Step-wise Verification with Generative Reward Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.11250.

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

pith.paper-citation-record.v1
2502.11250 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:39:47.880480Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cf372d6d-4432-42aa-b6b4-c7ce5b1dae1a · inbound

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning cites this paper.

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning Uncertainty-Aware Step-wise Verification with Generative Reward Models

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:01:38.277808Z

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 ed9fcd47-06b5-4167-ba37-a3256d3d3457 · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning Uncertainty-Aware Step-wise Verification with Generative Reward Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:47.880480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2c5c221-5b22-4fc0-9741-3a6d3244b9ba · inbound

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs cites this paper.

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs Uncertainty-Aware Step-wise Verification with Generative Reward Models

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:41:21.495468Z

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 63aa2030-5a0d-4736-8e80-8acaf036bb6b · inbound

The Origins of Stochasticity: Comprehensive Investigations on Uncertainty Quantification for Large Language Models cites this paper.

The Origins of Stochasticity: Comprehensive Investigations on Uncertainty Quantification for Large Language Models Uncertainty-Aware Step-wise Verification with Generative Reward Models

Reference 119

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:09:45.277056Z

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.