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Paper Citation Record · LEDGER

A Gravitational Interpretation of Fine-Tuning Reversion

As of 21 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2606.28525.

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

pith.paper-citation-record.v1
2606.28525 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T00:56:38.999438Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved15
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a00ee97-33e9-4f07-a636-ea96953a8909 · outbound

This paper cites Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety.

A Gravitational Interpretation of Fine-Tuning Reversion Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T16:05:49.504198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:82a1c959d09d5341e34ac7e1003d1512395db67a91819aff1e98670cbf18faf8

Observation 782919b3-b3b9-474a-8976-f2942faf8ce9 · outbound

This paper cites Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models.

A Gravitational Interpretation of Fine-Tuning Reversion Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T15:55:49.258115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:4101872c90fb0f70db15875f0d04de69fc2e434c08948ad864cdc29a08002b9e

Observation 6429be8b-1931-4b1d-8360-c1065901e03c · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:62a3f396d168bfbcdf00ec3ce4f145f60317de884bae6e92bfab8e734aed9e30

Observation ed6ac7c8-21b0-45fe-a0e5-0b44f672ccf7 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:8f8bda25cc2f232b733b7df9869dd02d30e8b869435e63072dab28512df8d896

Observation 0e076708-1099-4fde-82bf-6c1f2079deb8 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:10a8bfac8f65f0afde901b6c3b26efd9e546949641ea3a5c78da355528cd1b6f

Observation f91211d8-2ba5-4029-96d6-c6e0fb454a21 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:3159c0db58f3d1999fc4a3b3798662766a472666a308e9128a64021cc254e29d

Observation 95331b5a-46e9-4f83-a23d-b50aea4f6e5d · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:e4d39d790f52b67effce87f36c5230ecaa4ce4f24f69a717dd75810134bceffc

Observation 10cdc6bb-e8d4-48ad-b081-396683b125e3 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:4885017a2aba808d5c07ad5a91ac76e4b47fc9b69d1c0300404049e56b424785

Observation dc27e71a-6567-4c5e-9ed5-79e9916ec1d1 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:611a8cf66b99ed5268bf959584e87704972bad5b50a662c12dcc3253cfffc93d

Observation 6cf5403d-c71d-4522-96df-e4426658c860 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:5478673e3a2701893e559d8f0eb4835fccff742767089311a7779a881a51a3d0

Observation 72e12274-559f-40f6-ab80-2ace78ab1313 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:c9006b48abcd4ff89591360b8fe316409fd4ff894962f023bd2a011f72300e4d

Observation aaeea730-c11d-4028-8e76-a684fe2cd9e9 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:63d82941ebea2a265025adc5df559f9ccd3d60e9562eeec93b550b3d4e597fe9

Observation 3864868c-36fc-4456-b105-4c4f5023a239 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:84421c75c67936ceb4a18871a3eb836782d72addd4afede674e44031d29fe440

Observation 5cff165b-5a1e-4dab-a28c-5be428f87b51 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:d5086091ea5825f96647c99011cc5789cbc98ba1efe483f91bb6e26d66bc2cf4

Observation 4e4b1fb7-7a0f-4e65-8a3d-d5fb8d380bac · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:3aa7f5a1bb6ef6ec2454eba38c42e103752704c40c4c222e3d5d20243b3d7278

Observation 7a26f74a-bd47-42e5-b337-48165b951f05 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:313cecedc54dd185786fdedc5c78c1ea19f35e28cb27accdebca565844140799

Observation 3a582b90-0c8f-410d-ba20-af7b6c797e20 · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:a7f87fb60a1d1b33488c0a55f5e363f1badcfdb04a9a9293ad37a9e28489ac92

Observation 763de5da-20a0-4b32-9de4-c59da3026f0e · outbound

This paper cites an unresolved cited work.

A Gravitational Interpretation of Fine-Tuning Reversion Unresolved cited work

Reference 18

Resolution
malformed identifier
no resolver link, observed 2026-06-30T00:56:38.999438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-30T00:56:38.999438Z digest=sha256:b142e70ee6e6ddfaeb7b46f61f45055a1576f883d4a85302ed5be922750c6344

Pith citing papers

No inbound Pith citation observations are available.