Paper Citation Record · LEDGER

Scaling Scientific Discovery Environments for Turn-Level Agentic RL

As of 11 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations 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 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

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

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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

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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

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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

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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

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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

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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

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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

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Source-reported events for the cited work

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

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

Reference 11

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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

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

Reference 30

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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

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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

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

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

Reference 33

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

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

Reference 34

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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

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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

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

Reference 37

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

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

Reference 38

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

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Scaling Scientific Discovery Environments for Turn-Level Agentic RL Understanding

Reference 39

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

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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

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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

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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

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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

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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

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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

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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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Reference 47

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Source-reported events for the cited work

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

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

Reference 48

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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

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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

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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

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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

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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

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Pith citing papers

No inbound Pith citation observations are available.