Paper Citation Record · LEDGER

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.08008.

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

pith.paper-citation-record.v1
2608.08008 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:40:17.074403Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy15
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e3066bb-903d-474c-9305-3cf0d3294ba2 · outbound

This paper cites Concrete Problems in.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Concrete Problems in

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.508599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 70fbe7d1-06a0-4fe6-84ce-27b1d8a77675 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify International Conference on Machine Learning (ICML) , year=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.495196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f075e5a8-c9eb-4767-a897-3a44a75357c0 · outbound

This paper cites and Lin, Bill Yuchen and Chandu, Khyathi and Dziri, Nouha and Kumar, Sachin and Zick, Tom and Choi, Yejin and Smith, Noah A.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify and Lin, Bill Yuchen and Chandu, Khyathi and Dziri, Nouha and Kumar, Sachin and Zick, Tom and Choi, Yejin and Smith, Noah A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.481732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 28198e71-adb8-4196-a1cf-ded9460a55f3 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify International Conference on Learning Representations (ICLR) , year=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.468240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5f701fc9-f27d-40e3-8f58-6e8bab503b35 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify International Conference on Learning Representations (ICLR) , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:16.985635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e3c9380-6d9f-4be1-b3d5-2ab226a5b43f · outbound

This paper cites Illuminating search spaces by mapping elites.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Illuminating search spaces by mapping elites

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:16.990164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18604fb8-73cc-4465-b99e-45a7d69c41fd · outbound

This paper cites Frontiers in Robotics and AI , volume=.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Frontiers in Robotics and AI , volume=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.446438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9a0ee6ca-4f7e-4d3e-9c5a-f1dae7b7aade · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Solving math word problems with process- and outcome-based feedback

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:16.999293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a75b94-e598-45f6-91a5-85349c7828e6 · outbound

This paper cites an unresolved cited work.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:40:17.432777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c3d1b1a3-a716-42ad-a505-679b00e34a2f · outbound

This paper cites An Implementation of Generative.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify An Implementation of Generative

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.419368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a065ec8f-5687-402c-bc1f-b3087750e36d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Training Verifiers to Solve Math Word Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:17.011573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1f2e0b-16d6-4774-8511-da73a0a3b74e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:17.015905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b972aa9-daa6-4591-a9b8-c443d7a11f37 · outbound

This paper cites Evolutionary Computation , volume=.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Evolutionary Computation , volume=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.396668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 60c0ec2d-4042-4af3-9b67-ae31fa3d1b7c · outbound

This paper cites Nature , volume=.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Nature , volume=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.382959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d510369c-26ae-41c7-81e5-4b00a13ba659 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Advances in Neural Information Processing Systems , volume =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.369185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 70d52428-b458-4411-8eb3-ba0d5dd0d47c · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Advances in Neural Information Processing Systems , volume =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.354282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation aa92fa40-3b2e-4961-b2ab-db29ddc75d22 · outbound

This paper cites arXiv preprint arXiv:2511.22888 , year =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify arXiv preprint arXiv:2511.22888 , year =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:17.036983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec144de-44be-4c66-9294-55c252483f1d · outbound

This paper cites The Second Conference on Language Modeling , year =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify The Second Conference on Language Modeling , year =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.340954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b2bc4497-2464-439c-8764-ad19b7c9efaa · outbound

This paper cites 2026 , url =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify 2026 , url =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.326769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a253b478-96c7-485e-97d1-f0634e72db5b · outbound

This paper cites Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:17.048947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b5853a-5c14-4fb3-917c-5a1c0e103f67 · outbound

This paper cites The Lessons of Developing Process Reward Models in Mathematical Reasoning.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify The Lessons of Developing Process Reward Models in Mathematical Reasoning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:17.053272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d4bdb6-a811-4a67-9632-b079ccc32794 · outbound

This paper cites 2025 , url =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify 2025 , url =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.313138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1defa3ff-71c6-4498-84b8-8e026df71f64 · outbound

This paper cites 2025 , url =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify 2025 , url =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.299908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 08481b00-71be-4f6f-867b-9050c4db9800 · outbound

This paper cites Measuring Mathematical Problem Solving With the.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify Measuring Mathematical Problem Solving With the

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:17.065735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 238692a4-460b-4353-8e07-4a7fd4bacee0 · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T00:40:17.070218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 731e119b-926e-4d97-a0b3-14d9e6675127 · outbound

This paper cites 2025 , url =.

Quality-Diversity Stress Tests for Process Reward Models:What Archive Coverage Can and Cannot Certify 2025 , url =

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:40:17.267795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.