Paper Citation Record · LEDGER

Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

As of 6 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 7 inbound Pith citation observations for arXiv:2512.00920.

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

pith.paper-citation-record.v1
2512.00920 v5

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T18:27:04.488695Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:01:23.147046Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T16:35:12.226032Z

Reference resolution

2 of 2 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17d2b84f-01b3-4f9d-97ac-de21864e110d · outbound

This paper cites A statistically significant result (i.e., a small p-value) implies that we can reject the null hypothesis that the data follows a normal distribution.

Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios A statistically significant result (i.e., a small p-value) implies that we can reject the null hypothesis that the data follows a normal distribution

Reference 1

Resolution: malformed identifier; raw_fallback, observed 2026-05-21T18:30:29.415116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5af36abe-227a-4eb6-aec3-8edc72c88c93 · outbound

This paper cites sum of RM effect sizes.

Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios sum of RM effect sizes

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-05-21T18:30:29.412078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 99793f72-c83c-429a-811f-da018396c9a2 · inbound

PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks cites this paper.

PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-05-16T07:00:42.718997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 49b12e28-c744-4554-b048-91303911f464 · inbound

BoostAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models cites this paper.

BoostAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

Reference 124

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:07:22.415442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 41d56ea7-68fb-4b13-a056-de672b69187d · inbound

The Efficiency Frontier: A Unified Framework for Cost-Performance Optimization in LLM Context Management cites this paper.

The Efficiency Frontier: A Unified Framework for Cost-Performance Optimization in LLM Context Management Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-25T05:25:23.607615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9414ad72-b38a-42c6-a92d-18a6fdd235aa · inbound

The Efficiency Frontier: A Unified Framework for Cost-Performance Optimization in LLM Context Management cites this paper.

The Efficiency Frontier: A Unified Framework for Cost-Performance Optimization in LLM Context Management Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:35:12.227344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4c02bab2-08be-4125-b66d-970e92c09a43 · inbound

Relevant Is Not Warranted: Evidence-Force Calibration for Cited RAG cites this paper.

Relevant Is Not Warranted: Evidence-Force Calibration for Cited RAG Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T13:03:26.570848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 80b71b26-31f0-4f58-8a9d-88712b151971 · inbound

When Safe Skills Collide: Measuring Compositional Risk in Agent Skill Ecosystems cites this paper.

When Safe Skills Collide: Measuring Compositional Risk in Agent Skill Ecosystems Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-06-28T19:52:36.027022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0e1aaed2-53ac-4a13-8bc1-9161665f35a8 · inbound

Phantom Guardrails: When Self-Improving Agent Harnesses Fix Failures That Never Happened cites this paper.

Phantom Guardrails: When Self-Improving Agent Harnesses Fix Failures That Never Happened Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T07:01:23.147046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.