Paper Citation Record · LEDGER

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent

As of 18 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2608.10258.

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

pith.paper-citation-record.v1
2608.10258 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:15:27.272369Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact4
verified fuzzy6
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 34911d5f-42a0-4a76-a296-2bb2662804b0 · outbound

This paper cites Americans Turning to.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Americans Turning to

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:27.732053Z

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.

Observation 91221b79-61b3-4864-9ad2-05840ea2cd33 · outbound

This paper cites 2024 , volume =.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent 2024 , volume =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:27.718052Z

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.

Observation ced34ddf-3afb-4f11-be26-edd73be0ed3a · outbound

This paper cites 2026 , doi =.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent 2026 , doi =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:27.699348Z

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.

Observation deb3c76c-18b9-4b16-94d4-75c2a5863fd1 · outbound

This paper cites 2026 , doi =.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent 2026 , doi =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:27.680673Z

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.

Observation 39e59f02-6b4d-4998-aa08-eca33a26b4da · outbound

This paper cites 2022 , volume =.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent 2022 , volume =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:27.667437Z

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.

Observation ae7f68e7-1c73-45c2-8f77-87cc9e44f807 · outbound

This paper cites 2026 , doi =.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent 2026 , doi =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:27.650681Z

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.

Observation 380b5346-83e8-4c92-aa2a-ad197e21dbb2 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.182884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbab9b1a-56d2-4909-9f9f-d94ebf056c27 · outbound

This paper cites Davis, Matthew E.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Davis, Matthew E

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-14T04:15:27.188463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e94b214-300e-4e31-83fb-0ebdb641ca92 · outbound

This paper cites Bitterman.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Bitterman

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.192458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ae36c5-6668-457e-9400-a8851af36f6c · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.197512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c736c5-c376-4109-96f2-3c5fd5d2ae0a · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.201866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a807dca-9acf-46a6-b1bf-c7d3d64fa0aa · outbound

This paper cites MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.205865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 375dc79f-84ff-4038-8d99-f2b5060a0424 · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.211326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65c1ff80-3940-4bd0-bd84-629634ebedf5 · outbound

This paper cites Cohen, and Xinghua Lu.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Cohen, and Xinghua Lu

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.215406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d8be9b6-9c3e-489a-8ad3-9744b53fe3af · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 30

Resolution: verified exact; raw_fallback, observed 2026-08-14T04:15:27.588290Z

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.

Observation ff39c1d4-c7e5-4dc6-bbd2-a486a48a66f1 · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-14T04:15:27.364196Z

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.

Observation 6434796c-da39-4538-9341-2f84c80f1fe4 · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-14T04:15:27.451865Z

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.

Observation 0575f5c7-17c0-4175-8737-73aedc048295 · outbound

This paper cites JMedEthicBench: A Multi-Turn Conversational Benchmark for Evaluating Medical Safety in Japanese Large Language Models.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent JMedEthicBench: A Multi-Turn Conversational Benchmark for Evaluating Medical Safety in Japanese Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.231878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d96274-5ea0-43fa-8007-a9f683c4d7ef · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:15:27.626320Z

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.

Observation 0362c271-0b1c-4534-8c61-92aea972bc93 · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.241850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8f708a-2fb0-4db1-8249-71629802ca8f · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:15:27.609543Z

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.

Observation 8f2d6718-d538-4c1f-a1ee-5b8b4190ad75 · outbound

This paper cites MultiTurnPSB: Evaluating Multi-Turn Jailbreak Attacks an dClassifier-Based Defenses for Medical AI Safety.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent MultiTurnPSB: Evaluating Multi-Turn Jailbreak Attacks an dClassifier-Based Defenses for Medical AI Safety

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:15:27.333735Z

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.

Observation 6ebeefcc-356c-42ad-a949-ea7d44334f3c · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.254269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 287af522-2dcc-422c-a75e-506d2d6159c2 · outbound

This paper cites MultiBreak: A Scalable and Diverse Multi-turn Jailbreak Benchmark for Evaluating LLM Safety.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent MultiBreak: A Scalable and Diverse Multi-turn Jailbreak Benchmark for Evaluating LLM Safety

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.258905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bcd002a-d9b7-40d7-84fc-e0a8c4603ab6 · outbound

This paper cites Sara Mahdavi, Christopher Semturs, and 7 others.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Sara Mahdavi, Christopher Semturs, and 7 others

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.263932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a6fbae-e5bc-40e6-8170-dd4dd9fb9641 · outbound

This paper cites an unresolved cited work.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.267949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36ecc62c-f70b-4f78-87fd-4b007c114508 · outbound

This paper cites Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.272369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.