Paper Citation Record · LEDGER

Context-Robust Knowledge Editing for Language Models

As of 8 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2505.23026.

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

pith.paper-citation-record.v1
2505.23026 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:01:31.560108Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

17 of 17 outbound references displayed

verified exact0
verified fuzzy7
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b40988b0-9ac7-475d-a392-0ada7d7739aa · outbound

This paper cites - The generated sentences should feel like a natural precursor to the given sentence.

Context-Robust Knowledge Editing for Language Models - The generated sentences should feel like a natural precursor to the given sentence

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:01:33.377425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 758de1c3-d4c2-4099-bc5d-a2bfe4dafd18 · outbound

This paper cites - Do not change the order of the words in the word list.

Context-Robust Knowledge Editing for Language Models - **Do not change the order** of the words in the **word list**

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:01:33.151696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 805f46cc-974e-4646-99bd-b3a31dc28c62 · outbound

This paper cites Joint Knowledge Editing for Information Enrichment and Probability Promotion.

Context-Robust Knowledge Editing for Language Models Joint Knowledge Editing for Information Enrichment and Probability Promotion

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T13:01:31.774888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0031ac98-6333-493f-9259-fa522e0ed6fa · outbound

This paper cites In Proceedings of the Fif- teenth Workshop on Graph-Based Methods for Nat- ural Language Processing (TextGraphs-15), pages 67–82, Mexico City, Mexico.

Context-Robust Knowledge Editing for Language Models In Proceedings of the Fif- teenth Workshop on Graph-Based Methods for Nat- ural Language Processing (TextGraphs-15), pages 67–82, Mexico City, Mexico

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:01:33.917608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4dd1f5b-f96b-4a1f-b393-00ef79b3fd8b · outbound

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

Context-Robust Knowledge Editing for Language Models EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:01:30.101160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc790dd7-dd31-4836-a130-cf85852e61df · outbound

This paper cites A Survey of Large Language Models.

Context-Robust Knowledge Editing for Language Models A Survey of Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:01:30.188180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0ed862-d5d1-40fc-93b4-7daf156ef51d · outbound

This paper cites is known for its unique culture and history.

Context-Robust Knowledge Editing for Language Models is known for its unique culture and history

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:01:32.999846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe1d65fc-d883-45d6-a269-dd1e3e616de3 · outbound

This paper cites - Each sentence must correspond to one word from the word list, in the same order as they appear in the list.

Context-Robust Knowledge Editing for Language Models - Each sentence must correspond to one word from the **word list**, in the same order as they appear in the list

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:01:32.847694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2461b922-5d0c-4401-a0fb-2a7c8fb96f85 · outbound

This paper cites an unresolved cited work.

Context-Robust Knowledge Editing for Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:01:32.709829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27997737-15ab-4758-81af-1c7ff6886307 · outbound

This paper cites an unresolved cited work.

Context-Robust Knowledge Editing for Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:01:32.595366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3f0f342-06cf-4437-b967-4830cb9527b4 · outbound

This paper cites WikiProject Football.

Context-Robust Knowledge Editing for Language Models WikiProject Football

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:01:32.437156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee37646c-8389-4b71-b126-d7599cee302f · outbound

This paper cites an unresolved cited work.

Context-Robust Knowledge Editing for Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:01:32.243612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ede2536a-c3a5-4d12-afc0-583ce4bdd453 · outbound

This paper cites an unresolved cited work.

Context-Robust Knowledge Editing for Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:01:32.099450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe07a331-7332-4bde-8586-25dfcf94bb19 · outbound

This paper cites Tim Cook, who works for.

Context-Robust Knowledge Editing for Language Models Tim Cook, who works for

Reference 17

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T13:01:31.956165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09ee23f1-20d3-4a97-bfd3-460f3898c997 · outbound

This paper cites Brockhaus and Efron Encyclopedic Dictio- nary.

Context-Robust Knowledge Editing for Language Models Brockhaus and Efron Encyclopedic Dictio- nary

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:01:33.632882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8c0ff858-262a-4d6f-95d8-1ac7a628eedb · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Context-Robust Knowledge Editing for Language Models Measuring Massive Multitask Language Understanding

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T13:01:29.788747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1f24bde-4255-40e8-b848-83f6897f86a9 · outbound

This paper cites The Llama 3 Herd of Models.

Context-Robust Knowledge Editing for Language Models The Llama 3 Herd of Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:01:29.708510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.