Paper Citation Record · LEDGER

Knowledge Editing through Chain-of-Thought

As of 14 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 5 inbound Pith citation observations for arXiv:2412.17727.

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

pith.paper-citation-record.v1
2412.17727 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:19:14.846467Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:55:04.108585Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T05:52:22.815980Z

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy1
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87c0464c-dab9-41bd-b840-e67d2a93ea65 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.693208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabf308d-4581-4b6d-bf51-f6b8c4d80661 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.698784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cefbcbf-271e-4602-a390-95ed3e2999a0 · outbound

This paper cites Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation.

Knowledge Editing through Chain-of-Thought Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.702901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8d302ed-ef8c-4f4e-9601-2bc5ef1cde75 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.707595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34eeb016-5de6-4c59-a531-9a91c0b4f703 · outbound

This paper cites The Llama 3 Herd of Models.

Knowledge Editing through Chain-of-Thought The Llama 3 Herd of Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.712076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5820e8c2-a4ac-43fb-aad8-6ec1fa3e9518 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-11T05:19:14.952697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 68f334b8-751c-4c84-84c2-93b8d69a2197 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:19:15.206784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b3ada500-30f1-4e0e-aad8-f954f476f4c3 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.725317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c4cb402-ccaf-474c-bd2b-3c93bf205b59 · outbound

This paper cites Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi - Yu, Yiming Yang, Jamie Callan, and Graham Neubig.

Knowledge Editing through Chain-of-Thought Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi - Yu, Yiming Yang, Jamie Callan, and Graham Neubig

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.729022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305862b5-5766-4a96-939a-1fe7101717e9 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.732852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d0a930-8f43-4b3d-84c0-7e3a8973ebd3 · outbound

This paper cites u ttler, Mike Lewis, Wen - tau Yih, Tim Rockt \.

Knowledge Editing through Chain-of-Thought u ttler, Mike Lewis, Wen - tau Yih, Tim Rockt \

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.736589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a10b6637-559e-4e57-8fa5-c6eba91fa076 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.740603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7aec506-5dd4-498b-b77b-23eb583a3755 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.744557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc17a64e-8e59-4638-bbb7-cab51ae2c273 · outbound

This paper cites Manning, and Chelsea Finn.

Knowledge Editing through Chain-of-Thought Manning, and Chelsea Finn

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:19:15.166822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5be9b689-da45-4354-a0e8-0cc5c50d5f92 · outbound

This paper cites GPT-4 Technical Report.

Knowledge Editing through Chain-of-Thought GPT-4 Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.753931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef1cf0a-b16a-496f-a0ad-1d8d76e4abf4 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.757903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcfb4458-c892-44ac-83b2-0c91234d2ed6 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.761710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd0bea3-f999-4496-893f-b469728f2cb8 · outbound

This paper cites Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering.

Knowledge Editing through Chain-of-Thought Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.765707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e052085b-1846-4dc8-8c6f-de8e65b5f9d2 · outbound

This paper cites STARD: A Chinese Statute Retrieval Dataset with Real Queries Issued by Non-professionals.

Knowledge Editing through Chain-of-Thought STARD: A Chinese Statute Retrieval Dataset with Real Queries Issued by Non-professionals

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.770219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3656e3d5-98de-4ab9-bf46-1e4c89f8764e · outbound

This paper cites Mitigating Entity-Level Hallucination in Large Language Models.

Knowledge Editing through Chain-of-Thought Mitigating Entity-Level Hallucination in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.777897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc0f4b7-fb2f-4217-abac-33c8e0539149 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.782133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df673960-86e9-4b86-96a5-0aab291dc718 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:19:15.147764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25f2263a-8eab-4792-a560-c641eff28124 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.789229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a095da97-2550-4a22-8767-f3f385f17370 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:19:15.126651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 338c85b7-161c-4262-bffb-a8c3f4b66617 · outbound

This paper cites LeKUBE: A Legal Knowledge Update BEnchmark.

Knowledge Editing through Chain-of-Thought LeKUBE: A Legal Knowledge Update BEnchmark

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.796350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de97d5c5-2509-4d57-8dd1-c519ff91fc4c · outbound

This paper cites EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models.

Knowledge Editing through Chain-of-Thought EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.800337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4add0678-947e-403e-aa24-d5bc01d4310b · outbound

This paper cites Le, Ed H.

Knowledge Editing through Chain-of-Thought Le, Ed H

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.804165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e0997e2-f0f2-4135-ae50-f8f7657ac0c5 · outbound

This paper cites RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation.

Knowledge Editing through Chain-of-Thought RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.808315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804262d5-42c4-434c-85b0-6a141ed98478 · outbound

This paper cites Chi, Quoc V.

Knowledge Editing through Chain-of-Thought Chi, Quoc V

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.812429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c1d1708-bd4a-408f-ad9f-ff9fa81ccf42 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.816137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a56b99cc-0251-42ec-ba33-e2a0e7f6c443 · outbound

This paper cites Qwen2 Technical Report.

Knowledge Editing through Chain-of-Thought Qwen2 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.820182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca84664-9045-4ad4-b251-e3f7d16f7400 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.823969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c375ea57-74f3-4bd9-b017-3fd90c27ad40 · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.828357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd745de-7a5d-4573-b045-2e449e9427fe · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.832615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36d0d12-0eaf-4553-9701-cb540eb1b16f · outbound

This paper cites an unresolved cited work.

Knowledge Editing through Chain-of-Thought Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.836903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1821fae-7a73-436d-8966-da3817f81eed · outbound

This paper cites online" 'onlinestring :=.

Knowledge Editing through Chain-of-Thought online" 'onlinestring :=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.841680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd7d4886-6ebb-4a97-bc0e-b3228c51fcdd · outbound

This paper cites write newline.

Knowledge Editing through Chain-of-Thought write newline

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:14.846467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 85d255b1-d3ef-43c8-b6ff-489cac8ea55c · inbound

Parametric Retrieval Augmented Generation cites this paper.

Parametric Retrieval Augmented Generation Knowledge Editing through Chain-of-Thought

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T13:55:04.108585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0cac85-c1d2-493c-8a8b-c1d0a2babb10 · inbound

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects cites this paper.

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects Knowledge Editing through Chain-of-Thought

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T23:48:54.037757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa6fee9-7202-43d1-8e83-301ce70bd65c · inbound

Dynamic and Parametric Retrieval-Augmented Generation cites this paper.

Dynamic and Parametric Retrieval-Augmented Generation Knowledge Editing through Chain-of-Thought

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T05:54:56.351048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5604a542-b4cb-4527-8e83-ba01ee012f5d · inbound

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA cites this paper.

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA Knowledge Editing through Chain-of-Thought

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:46.979236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6f9bee-8504-4711-8741-86bca8fdb750 · inbound

Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding cites this paper.

Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding Knowledge Editing through Chain-of-Thought

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:52:22.817586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.