Paper Citation Record · LEDGER

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness

As of 22 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2608.04519.

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

pith.paper-citation-record.v1
2608.04519 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:42:57.302547Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

16 of 16 outbound references displayed

verified exact1
verified fuzzy9
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7a50b5f-3524-45f2-b0f6-866c7a483dc2 · outbound

This paper cites relation.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness relation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:05:01.164838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 86d6fb3e-8a56-428e-b31a-cbb3d8b6a68a · outbound

This paper cites category.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness category

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:05:00.956765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 384f7a68-df49-4db5-a4c7-42ab4cfe4372 · outbound

This paper cites identity.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness identity

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:05:00.669217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5b9409af-6a6b-4aa5-8c26-bca85bf2f45a · outbound

This paper cites Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:57.239751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304f7c63-e1d5-40f1-90cc-9174cdb284f8 · outbound

This paper cites rule”: Universal rule in this fictional world {“type.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness rule”: Universal rule in this fictional world {“type

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:05:00.074748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5f533ab6-dc64-4af7-9e81-05d9528c747d · outbound

This paper cites un- learned.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness un- learned

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:42:57.413904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7ef390a5-58d3-452c-9554-0cb950d1b211 · outbound

This paper cites un- learned.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness un- learned

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:05:01.439922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c6530704-5727-4fa0-bc93-a3d87a8b2683 · outbound

This paper cites property.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness property

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:05:00.384830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c6d2b8bd-f5ca-48d5-aa7a-87e96fbf3388 · outbound

This paper cites exclusive.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness exclusive

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:04:59.754752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f9d35c87-1903-4111-9bff-74e9e57a182b · outbound

This paper cites an unresolved cited work.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:04:59.444494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 80f39156-015e-41fa-9b72-e2d9d898cf95 · outbound

This paper cites an unresolved cited work.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:04:59.064752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aa3352ac-6f67-4e22-a0e8-0dc2a8c24d20 · outbound

This paper cites Reply with exactly one word: CORRECT or INCORRECT.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness Reply with exactly one word: CORRECT or INCORRECT

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:04:58.834752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a99789b5-8cf5-4575-8602-5dc6c7cb9105 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:57.245814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cedb814f-d7ea-4431-aac1-e52433d7be06 · outbound

This paper cites MUSE: Machine Unlearning Six-Way Evaluation for Language Models.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:57.226963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c17a2e-c53e-48f6-9712-31add1c43992 · outbound

This paper cites InInterna- tional Conference on Learning Representations, vol- ume 2025, pages 49420–49436.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness InInterna- tional Conference on Learning Representations, vol- ume 2025, pages 49420–49436

Reference 2025

Resolution: verified exact; raw_fallback, observed 2026-08-06T23:04:58.594848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d451bd00-60e6-4b4c-9be6-7bdca1556660 · outbound

This paper cites Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:57.234069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.