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Paper Citation Record · LEDGER

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents

As of 18 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2604.10493.

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

pith.paper-citation-record.v1
2604.10493 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:21:12.961613Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

9 of 9 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6220ffd8-327c-45f5-9ede-ebee0ca6ebd1 · outbound

This paper cites mini-SWE-agent: The 100 line AI agent.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents mini-SWE-agent: The 100 line AI agent

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T15:49:57.041523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:00f26475f2af81a160a2f4104498a673a5d84b2ed62e076ee4c182d6ca63427e

Observation fde09a98-4643-42b9-b88d-02b2f05d1dae · outbound

This paper cites an unresolved cited work.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-17T15:49:57.038335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:0c4b81a9c980e6f20de4aad83524579faf94b5bdcf7b03ff564fb7db8e8517da

Observation 4da3e96b-f3e4-421e-9cd2-91dbaa0c2ada · outbound

This paper cites an unresolved cited work.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-17T15:49:57.047761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:b05ac4195c35ba1572afd0a2eded7738c74e9874fd56ad5c6e390e337bd0d23f

Observation d77e7024-ca18-43a5-aec4-4d27a2495b34 · outbound

This paper cites an unresolved cited work.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-17T15:49:57.050929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:99126cdd019ac015f0bba212241633250f2c77959f7af1c4092bd402911681f9

Observation 185f9dde-b76d-43cc-aa4a-48b40b711c9d · outbound

This paper cites Agent-RLVR: Training Software Engineering Agents via Guidance and Environment Rewards.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Agent-RLVR: Training Software Engineering Agents via Guidance and Environment Rewards

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:00:59.385102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:013ed9073e068c6ae734c29c66d58f3124d4b2acc11f07a3c10b2001f92c1dd3

Observation 76e6cf62-f211-4e87-8132-d3160d09c910 · outbound

This paper cites an unresolved cited work.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-17T15:49:57.053859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:b89de2108e3f1590bf741df1ef6319190b91d39177a07393ce79e5d1b609da3c

Observation 5f488b17-3c4e-498f-835d-dc0c51321ac7 · outbound

This paper cites an unresolved cited work.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-17T15:49:57.057123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:a08255584870760c5d45c42f20e158514aecbff36674dfa6f78594616ab172e8

Observation 9d7a2cee-f0c9-4156-97aa-93ea55246f0e · outbound

This paper cites Swe-synth: Synthesizing verifiable bug-fix data to enable large language models in resolving real-world bugs.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Swe-synth: Synthesizing verifiable bug-fix data to enable large language models in resolving real-world bugs

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:00:59.379329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:3b4521d1aefb769fc7f38014273b0fb5df9c86c97ea69b95334c25de36e061a1

Observation c18a5908-d8ac-4ea6-8a35-fc5f682435ad · outbound

This paper cites an unresolved cited work.

SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-17T15:49:57.044537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:21:12.961613Z digest=sha256:f0811e53a554450988b30eb2d1ddf1e35e4e9783385cbf466ab0459e9ad95350

Pith citing papers

No inbound Pith citation observations are available.