Paper Citation Record · LEDGER

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing

As of 18 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2505.12636.

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

pith.paper-citation-record.v1
2505.12636 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:35:44.316760Z

measured 43 of 43 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:36:30.789641Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:06:25.859533Z

Reference resolution

42 of 42 outbound references displayed

verified exact3
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f244e143-a4de-483d-a7b9-2013a60f5ed8 · outbound

This paper cites O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.158981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd022bb5-659b-4a29-bd02-86bc7fd53ed2 · outbound

This paper cites Identifying and Mitigating Social Bias Knowledge in Language Models.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Identifying and Mitigating Social Bias Knowledge in Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.163500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e198ea0-5f08-43a8-937e-f22aff50b181 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.167699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c244601-fe5b-4a94-8f2a-56f2cc72f77d · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.171945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65c205e1-b27d-42b0-bfed-e7fcd534100b · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:35:44.702003Z

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 02f05e10-3878-4391-a56d-6bf02259bedb · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.179650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b52e6431-0578-49a7-8120-646b0c65d914 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.183771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b9d9d61-dea6-48a9-a51f-e69011d6658a · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.187520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c41cc8f8-e829-40b2-995c-21820f268a1c · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.191306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a953d06b-8d7f-40aa-b829-99899033dc1f · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.194930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98cd8b5-e562-4a17-b457-b03bde810e8f · outbound

This paper cites Overthinking the Truth: Understanding how Language Models Process False Demonstrations.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.198560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4e053be-d021-4bb5-b515-28de99391e31 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:35:44.684558Z

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 76ca8545-cd65-4b0e-aabd-502e41d2f5aa · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:35:44.673852Z

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 136aa1e1-38f8-4057-a25b-f2681264c807 · outbound

This paper cites Knowledge Unlearning for Mitigating Privacy Risks in Language Models.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.209947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ce1c7f-c29d-4067-af61-a1972b8f207b · outbound

This paper cites Neuron-Level Sequential Editing for Large Language Models.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Neuron-Level Sequential Editing for Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.213874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df4fc700-87ba-4de1-82cd-81b84410cc51 · outbound

This paper cites RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.217593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f47ee53e-d32b-4954-9f05-9b82de632615 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.221341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b3250a2-fb51-46ce-8911-34256f0ba744 · outbound

This paper cites Eight Methods to Evaluate Robust Unlearning in LLMs.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Eight Methods to Evaluate Robust Unlearning in LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.224970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47fe06b3-a383-4885-beb9-6e6dec77f0a6 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.228813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da759fe7-4f32-4e08-a1bd-ef3b60f5a899 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.232860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b3e54d-7230-4da7-a73d-39f93c4a7582 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.236565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c42a7003-19f4-49f8-b95c-7b14ea2eab1c · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.240339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38b18d5d-78c3-4e2c-a541-a9825d2d451f · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.244085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaea62ad-68ac-4ac1-8b68-07dd768ff6d5 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.247690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c1f8396-b410-493c-b769-6d47f132d86e · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-15T20:35:44.413768Z

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 5f596858-08fb-4446-b557-b670440a3263 · outbound

This paper cites Extracting Unlearned Information from LLMs with Activation Steering.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Extracting Unlearned Information from LLMs with Activation Steering

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.255232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b100e11d-184d-4660-a464-8c7f07abc781 · outbound

This paper cites Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.259039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad301a2-a28d-427f-9b08-9ea912dd18bb · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.262830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0a67439-a459-4935-8932-0ae11db1b5c8 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-15T20:35:44.402675Z

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 a3ef5b8f-b860-4696-83a4-c2e3ae4acdf7 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.269859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61b0e7c2-42da-4271-8487-a051bf6c4da9 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.273552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072311af-077f-4b20-9e3e-3d77e2f5bcf6 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.277252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d02e4c9d-ea33-49a5-9303-b436257cb66a · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-15T20:35:44.371613Z

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 8d282227-be47-49a4-b4d6-063a79e98730 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.284993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba430034-643b-4d79-9e2d-fb3c4415ab78 · outbound

This paper cites Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.288758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596a0fe7-c2d1-46d1-b060-dc5313ed74fb · outbound

This paper cites Catastrophic Failure of LLM Unlearning via Quantization.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Catastrophic Failure of LLM Unlearning via Quantization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.292931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083cf4f3-5d2d-4157-84f9-7a5475bee504 · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.297030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0457180-bcc4-4db0-a50f-0a08587832de · outbound

This paper cites an unresolved cited work.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.300766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e12997d-3ef5-4222-9c16-91959f912289 · outbound

This paper cites Modifying Memories in Transformer Models.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Modifying Memories in Transformer Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.304576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d67f34c-c2f5-4d51-b892-720e126a5fd1 · outbound

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

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.308922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4015da20-e082-4ad9-9a0c-5f005fa03066 · outbound

This paper cites online" 'onlinestring :=.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing online" 'onlinestring :=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.312696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58321a48-c24b-4053-9cdb-89004b5b9fdf · outbound

This paper cites write newline.

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:44.316760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f25c221c-9664-4fdc-92c5-4fcbbc0d43aa · inbound

BetaEdit: Null-Space Constrained Sequential Model Editing cites this paper.

BetaEdit: Null-Space Constrained Sequential Model Editing Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:06:25.865422Z

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.