Paper Citation Record · LEDGER

Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2410.12949.

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

pith.paper-citation-record.v1
2410.12949 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:22.479674Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:09:44.322700Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9a680304-3001-4a46-abae-cfca1fe89f40 · inbound

DUSK: Do Not Unlearn Shared Knowledge cites this paper.

DUSK: Do Not Unlearn Shared Knowledge Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:22.479674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951b00bb-bbc3-4e47-90f8-c2b00952dcc8 · inbound

Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? cites this paper.

Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:10:57.542424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0204ef64-b392-4be4-b75c-75a100fc894c · inbound

SoK: Machine Unlearning for Large Language Models cites this paper.

SoK: Machine Unlearning for Large Language Models Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T04:58:54.442684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02947c08-5ca2-44d0-86cb-7613044fa35a · inbound

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models cites this paper.

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:31.537395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3232c1fd-3222-41a1-b376-671ec4eb6824 · inbound

RippleBench: Capturing Ripple Effects Using Existing Knowledge Repositories cites this paper.

RippleBench: Capturing Ripple Effects Using Existing Knowledge Repositories Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T18:41:34.380063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a68c22f-6e18-448b-8876-98c8cfe42b61 · inbound

Toward a Benchmark for Controllable Simulation of Imperfect Students with Large Language Models cites this paper.

Toward a Benchmark for Controllable Simulation of Imperfect Students with Large Language Models Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:33:58.881857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce88d832-fe6b-480b-bb13-e2f301877aec · inbound

Exposing the Illusion of Erasure in Knowledge Editing for LLMs cites this paper.

Exposing the Illusion of Erasure in Knowledge Editing for LLMs Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:09:44.324215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.