Paper Citation Record · LEDGER

Scaling Scientific Discovery Environments for Turn-Level Agentic RL

As of 23 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2607.28990.

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

pith.paper-citation-record.v1
2607.28990 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:55:56.436867Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:21:15.904622Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T17:21:16.054092Z

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy0
unresolved51
parse uncertain2
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd30b248-1cc6-44bc-b39b-b5418f7c0ddf · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:52.910748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b491a48-8066-488d-b499-0ab853ea5dd1 · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:52.965537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a946cd-2dc9-4504-aaff-460964075c6b · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.009448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40e83a0-1f80-4e3f-9429-4ec9e6616294 · outbound

This paper cites 2025 , howpublished =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , howpublished =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.055117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d73c650-21f1-4b07-8b07-fcbddd6ad59b · outbound

This paper cites GPT-4o System Card.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL GPT-4o System Card

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.082914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77e03f84-6953-43b8-be5e-1ca35373d454 · outbound

This paper cites an unresolved cited work.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Unresolved cited work

Reference 6

Resolution: parse uncertain; no resolver link, observed 2026-08-03T15:55:53.127712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 153cdf7a-a57d-4999-a236-c75ae308c136 · outbound

This paper cites an unresolved cited work.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.157585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e0d7e0a-37bc-40ae-8063-6a8e6596f74d · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.225440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b9deced-b758-44ff-9ac4-51261d62f6c3 · outbound

This paper cites and Barrett, Clark W.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL and Barrett, Clark W

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.331937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea422a2c-9072-41d9-bb06-b857cd6be8d8 · outbound

This paper cites an unresolved cited work.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Unresolved cited work

Reference 10

Resolution: parse uncertain; no resolver link, observed 2026-08-03T15:55:53.400268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c8b666a-c207-46b6-9634-07a0ff7a5c0b · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.468035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d0afabb-ac8c-4467-9aab-d58e9bd2989e · outbound

This paper cites and Payani, Ali and Sun, Huan , booktitle =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL and Payani, Ali and Sun, Huan , booktitle =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.591897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67851c6a-6296-44d1-b22f-560b2b1447bd · outbound

This paper cites arXiv preprint arXiv:2509.25084 , year =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL arXiv preprint arXiv:2509.25084 , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.672242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd249658-c237-4512-a88d-52baaa53d3f0 · outbound

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

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Advances in Neural Information Processing Systems , year =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.739068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9589964f-cde0-44ae-9dce-6f03bd61d451 · outbound

This paper cites an unresolved cited work.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.786088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe9c35a-3320-44b2-96d8-6e5fb30490cc · outbound

This paper cites Zhang and Zhu, Lanyi and Merrill, Mike A.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Zhang and Zhu, Lanyi and Merrill, Mike A

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.849292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b4a1826-8d9f-42d1-a595-000956fb7286 · outbound

This paper cites and Burns, Benjamin and Adu-Ampratwum, Daniel and Huang, Xuhui and Ning, Xia and Gao, Song and Su, Yu and Sun, Huan , booktitle =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL and Burns, Benjamin and Adu-Ampratwum, Daniel and Huang, Xuhui and Ning, Xia and Gao, Song and Su, Yu and Sun, Huan , booktitle =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.898794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaab6d2b-332d-4ead-9a69-7392ba06fed8 · outbound

This paper cites 2023 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2023 , url =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:53.962231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2d5314-980b-433a-a64b-e63c7b12ac85 · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.025799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc99cf3-4044-457e-a813-9abbbe1c37b6 · outbound

This paper cites 2024 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2024 , url =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.065369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058505c9-e347-4c69-bcbf-f887939d140b · outbound

This paper cites 2024 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2024 , url =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.181933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cb1e7a0-9529-4fd6-a476-0f2629774292 · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.244721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128e0628-83e3-41d7-b1e6-5241e7c05100 · outbound

This paper cites Reinforcing Multi-Turn Reasoning in.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Reinforcing Multi-Turn Reasoning in

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.297660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5b2306-1adb-46c9-8061-7e9c793da33c · outbound

This paper cites 2026 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2026 , url =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.363284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac8cabec-a8eb-4d0d-9f61-494b89c904be · outbound

This paper cites 2026 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2026 , url =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.422420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1074027-5dd9-462f-ac99-f3f0d1d14e57 · outbound

This paper cites 2024 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2024 , url =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.461902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06858266-dc73-4191-ae6d-f8f5b5e45df1 · outbound

This paper cites 2023 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2023 , url =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.529318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f2017a9-06d2-49bc-ac91-0d2b7398074f · outbound

This paper cites Data Interpreter: An.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Data Interpreter: An

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.576572Z

Source-reported events for the cited work

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Observation 9c5f5bdf-6c29-4ba2-a07f-e30d016ab58c · outbound

This paper cites 2024 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2024 , url =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.645221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d26e2e0e-4703-4c5e-920f-594bd96e12b2 · outbound

This paper cites 2022 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2022 , url =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.783972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a102c85f-d4b7-444c-888c-2cfa693baa6b · outbound

This paper cites , journal =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL , journal =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.871608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23093dfe-4ee5-41ca-b1c0-24e1fbe8b7bb · outbound

This paper cites and Zhu, Hao and Zhou, Xuhui and Lo, Robert and Sridhar, Abishek and Cheng, Xianyi and Bisk, Yonatan and Fried, Daniel and Alon, Uri and Neubig, Graham , booktitle =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL and Zhu, Hao and Zhou, Xuhui and Lo, Robert and Sridhar, Abishek and Cheng, Xianyi and Bisk, Yonatan and Fried, Daniel and Alon, Uri and Neubig, Graham , booktitle =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:54.993635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b489ac-d0fd-4749-bf6e-4f037a646210 · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.036437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 429796f9-4990-4b87-9bc1-53da1d828f7f · outbound

This paper cites Synthetic Sandbox for Training Machine Learning Engineering Agents.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Synthetic Sandbox for Training Machine Learning Engineering Agents

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.103601Z

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Observation 92fa8b79-6d18-4922-89fc-1348dce83c68 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Proximal Policy Optimization Algorithms

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.162399Z

Source-reported events for the cited work

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Observation 41243919-31cb-417f-b458-77642e1b3005 · outbound

This paper cites an unresolved cited work.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.231452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e40511e8-7ec9-4ac5-bb16-1ffa9d3814fe · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.381107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c566a70f-8f0c-4a4d-abc1-646e93df918d · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.441204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cb3a6d-56c6-4105-949b-92c737af9cbd · outbound

This paper cites Understanding.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Understanding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.576388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa536594-9c60-4524-aabe-d8a9b13c3538 · outbound

This paper cites arXiv preprint arXiv:2604.02288 , year =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL arXiv preprint arXiv:2604.02288 , year =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.715055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6046365f-3aad-4ffa-8e4b-952fee4ceb69 · outbound

This paper cites Group-in-Group Policy Optimization for.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Group-in-Group Policy Optimization for

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.862327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f98d921-64bc-4d10-92fd-bc7a3bbdbe49 · outbound

This paper cites Segment Policy Optimization: Effective Segment-Level Credit Assignment in.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Segment Policy Optimization: Effective Segment-Level Credit Assignment in

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:55.979117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 399e10a4-dfcb-422d-ac78-4b355803c98a · outbound

This paper cites 2026 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2026 , url =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.040249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 888fbb26-aa3c-4cbe-9c5a-9110b7747797 · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.078826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8250168-f1d2-4836-8d88-95224664e7ca · outbound

This paper cites 2025 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , url =

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.144451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9fee55e-6447-4d92-8557-45ccc2c20081 · outbound

This paper cites 2026 , url =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2026 , url =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.185722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd6b899c-879f-4a56-a1f1-6ffcc0f93895 · outbound

This paper cites an unresolved cited work.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.227634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 813cae2e-ae3c-4c2a-b5de-618e4c655d3c · outbound

This paper cites and Bischl, Bernd and Torgo, Luis , journal =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL and Bischl, Bernd and Torgo, Luis , journal =

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.237475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5aa6f2f-49f1-4bb7-adda-85ea3a298a02 · outbound

This paper cites 2025 , doi =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2025 , doi =

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.272554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 367f46f4-5410-4523-abac-eb97cdb0aaf8 · outbound

This paper cites Advances in Neural Information Processing Systems Datasets and Benchmarks Track , year =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Advances in Neural Information Processing Systems Datasets and Benchmarks Track , year =

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.279791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eee9f17-369e-4b6d-9ed8-2c37457422c5 · outbound

This paper cites and Fang, Tao and Doncheva, Nadezhda T.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL and Fang, Tao and Doncheva, Nadezhda T

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.309305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88cd1279-9b1a-4ffd-a794-b1c393e7b6f7 · outbound

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

Scaling Scientific Discovery Environments for Turn-Level Agentic RL Advances in Neural Information Processing Systems , year =

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.363737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af79608f-873f-41de-a552-eb4ac1fcfc7f · outbound

This paper cites 2026 , howpublished =.

Scaling Scientific Discovery Environments for Turn-Level Agentic RL 2026 , howpublished =

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T15:55:56.436867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8467d799-7d08-4837-9571-ae72ab743248 · inbound

ChemWorld: Programmable Chemical Worlds for Controlled and Replayable Agent Experimentation cites this paper.

ChemWorld: Programmable Chemical Worlds for Controlled and Replayable Agent Experimentation Scaling Scientific Discovery Environments for Turn-Level Agentic RL

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-12T17:21:16.058886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.