Paper Citation Record · LEDGER

CALM: Curiosity-Driven Auditing for Large Language Models

As of 21 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 3 inbound Pith citation observations for arXiv:2501.02997.

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

pith.paper-citation-record.v1
2501.02997 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:03:52.626999Z

measured 39 of 39 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:15:53.792839Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T10:55:20.939944Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy5
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35228aa0-2063-4898-b3bc-b097c90c80ca · outbound

This paper cites , " * write output.state after.block = add.period write newline.

CALM: Curiosity-Driven Auditing for Large Language Models , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:03:52.495102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c759f47-92a9-4cb4-bdef-2a3fbb339635 · outbound

This paper cites write newline.

CALM: Curiosity-Driven Auditing for Large Language Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:03:52.499158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f0a8e5-b833-4677-8a77-984d48212ae5 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:53.043731Z

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.

Observation df0dbadf-b5b7-4325-b5ce-ffd8bfe8b176 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:53.031137Z

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.

Observation 7888c1d1-1edd-4f1d-a98c-27d5797cc32a · outbound

This paper cites L.; Bucknall, B.; Haupt, A.; Wei, K.; Scheurer, J.; Hobbhahn, M.; et al.

CALM: Curiosity-Driven Auditing for Large Language Models L.; Bucknall, B.; Haupt, A.; Wei, K.; Scheurer, J.; Hobbhahn, M.; et al

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:03:53.018324Z

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.

Observation 73ca601b-d2f1-4d1e-94e7-bad9260152b8 · outbound

This paper cites Explore, Establish, Exploit: Red Teaming Language Models from Scratch.

CALM: Curiosity-Driven Auditing for Large Language Models Explore, Establish, Exploit: Red Teaming Language Models from Scratch

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:03:52.515074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ea84e7-e4f5-4765-a74e-7d341d01320f · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:53.005619Z

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.

Observation ab63221d-c142-44b7-b0bc-4dc0d5bef198 · outbound

This paper cites P.; and Hu, Z.

CALM: Curiosity-Driven Auditing for Large Language Models P.; and Hu, Z

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:03:52.994550Z

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.

Observation ff5fb61e-74ce-40c9-8ea8-4e899824a03b · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.984519Z

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.

Observation 768207bb-9e69-4359-b2b5-050e2dd6113f · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.974648Z

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.

Observation 75bd91ba-3039-4a1f-82ec-595ab10f497e · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.964209Z

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.

Observation 8f961497-2fb8-41fb-a066-3362f72c3574 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.952134Z

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.

Observation 0f013549-67d2-48be-88b9-a6ccc42b3d19 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.941663Z

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.

Observation 38af1bfe-8c9a-43a9-b715-0c6a70a06b33 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.931266Z

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.

Observation 81299f7b-398e-4aed-a297-d32e20022af4 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.919978Z

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.

Observation 7afdf327-532f-4259-bd6d-604c001e11cf · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.908743Z

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.

Observation 76c3c2db-7a7e-4f2c-a3ae-1e0303a9d25c · outbound

This paper cites R.; and Floridi, L.

CALM: Curiosity-Driven Auditing for Large Language Models R.; and Floridi, L

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:03:52.897778Z

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.

Observation 5e4df5ff-a8d5-4940-892b-6ecb56d964f0 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.887741Z

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.

Observation e751a3bd-51a9-4313-a590-03c88756ad9d · outbound

This paper cites A.; and Darrell, T.

CALM: Curiosity-Driven Auditing for Large Language Models A.; and Darrell, T

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:03:52.878106Z

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.

Observation 9b8f4943-86e5-4f22-8e3c-de8168653f3a · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.866774Z

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.

Observation 6ae2d00a-f020-4580-acd0-a610d5c89684 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.855684Z

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.

Observation 99d7da64-cd8b-45ba-8321-8fd56eefb501 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.844271Z

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.

Observation a3ac92bd-87da-44f1-9301-da9eeb2edb3b · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.832023Z

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.

Observation df6e7011-33e8-4939-9771-6888d7c9b1e0 · outbound

This paper cites Proximal Policy Optimization Algorithms.

CALM: Curiosity-Driven Auditing for Large Language Models Proximal Policy Optimization Algorithms

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:03:52.583319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 258387ee-2a69-450a-a647-477d2e09fe4e · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.820894Z

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.

Observation 123da7a6-bafc-4438-8937-8cd102e32319 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.810090Z

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.

Observation 8d642149-565f-484e-abe4-5c01b4c0b34a · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.798337Z

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.

Observation c265ec53-8f6f-4a11-a37b-4619a520dc62 · outbound

This paper cites A Survey on Robotics with Foundation Models: toward Embodied AI.

CALM: Curiosity-Driven Auditing for Large Language Models A Survey on Robotics with Foundation Models: toward Embodied AI

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T22:03:52.595158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cffafbf-e507-4371-b50c-ba34cae89bff · outbound

This paper cites Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

CALM: Curiosity-Driven Auditing for Large Language Models Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T22:03:52.599310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dd06691-6f65-476a-bccf-9d227d9c5966 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.787736Z

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.

Observation b45ca27d-bfcd-49c9-be8f-9ce275fb7b87 · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.776002Z

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.

Observation 41537aa5-03e7-4140-ab18-b29e9f03fbd3 · outbound

This paper cites E.; and Russell, S.

CALM: Curiosity-Driven Auditing for Large Language Models E.; and Russell, S

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:03:52.764626Z

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.

Observation 3903e790-bb39-433d-a779-9fd774f8857a · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.752541Z

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.

Observation 1b3ea1e2-fcf6-4c11-bb41-2287d0cf1b2f · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.739422Z

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.

Observation 82f59410-254b-446e-bbcc-d6ad910baabc · outbound

This paper cites an unresolved cited work.

CALM: Curiosity-Driven Auditing for Large Language Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:03:52.725977Z

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.

Observation b67c9447-6786-44fe-86c8-50d9d0561876 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

CALM: Curiosity-Driven Auditing for Large Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T22:03:52.626999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b3762e95-4906-4bb8-9484-4e283bba0de2 · inbound

CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs cites this paper.

CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs CALM: Curiosity-Driven Auditing for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:15:53.792839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a38d83-3fff-443d-a6f5-8bef94cf5d1d · inbound

RedRFT: A Light-Weight Benchmark for Reinforcement Fine-Tuning-Based Red Teaming cites this paper.

RedRFT: A Light-Weight Benchmark for Reinforcement Fine-Tuning-Based Red Teaming CALM: Curiosity-Driven Auditing for Large Language Models

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:55:20.946358Z

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.

Observation 0c4489e1-ffc2-4a13-9702-71de325417dc · inbound

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models cites this paper.

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models CALM: Curiosity-Driven Auditing for Large Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:51.071299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.