Paper Citation Record · LEDGER

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2505.19383.

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

pith.paper-citation-record.v1
2505.19383 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:20:39.454936Z

measured 25 of 25 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

25 of 25 outbound references displayed

verified exact0
verified fuzzy4
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b9971ea-e960-4a62-9783-8472264180b8 · outbound

This paper cites GPT-4o System Card.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models GPT-4o System Card

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:37.937343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb19a2bd-4a03-476a-9497-24d4f89e841b · outbound

This paper cites The Llama 3 Herd of Models.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models The Llama 3 Herd of Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.000111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa9c45d-2d76-46c9-800a-58f0a0831851 · outbound

This paper cites Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.069896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 600ff4bb-55d6-4719-9bc2-f0942bb08534 · outbound

This paper cites TinyChat: Efficient and lightweight system for llm deployment on the edge.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models TinyChat: Efficient and lightweight system for llm deployment on the edge

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:20:41.029222Z

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 398691de-7e4c-454a-8609-9beef1af9115 · outbound

This paper cites an unresolved cited work.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:20:40.840137Z

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 23b528b2-78d6-43b9-9fc7-84e097bb2f1e · outbound

This paper cites Editing Large Language Models: Problems, Methods, and Opportunities.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Editing Large Language Models: Problems, Methods, and Opportunities

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.226446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 827a65cc-e407-4d39-8fcf-f08e39111a50 · outbound

This paper cites WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.290842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 900d9ee4-ba05-49b2-bbec-214bde54bf43 · outbound

This paper cites Locating and Editing Factual Associations in GPT.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Locating and Editing Factual Associations in GPT

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.383253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aec41c25-5351-4fdf-b8c1-37d1880238c5 · outbound

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

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.498501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b51a9599-4e5f-4da9-badc-8f8aa60c1e11 · outbound

This paper cites Gupta, D.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Gupta, D

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:20:40.712821Z

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 7c869a6a-76d6-4000-84f6-0419208cfb62 · outbound

This paper cites Fast Model Editing at Scale.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Fast Model Editing at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.625541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fb1fd50-dfb2-4ded-b271-056cb35cf643 · outbound

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

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.689848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10d0148b-9a92-4d32-aa41-b55c9f82bed2 · outbound

This paper cites an unresolved cited work.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:20:40.589966Z

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 09a3ab26-d3e9-41c7-876d-6541ec54ee24 · outbound

This paper cites an unresolved cited work.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:20:40.451471Z

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 61344316-043a-4128-8ba1-93a0c98ef0c5 · outbound

This paper cites Knowledge Editing for Large Language Models: A Survey.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Knowledge Editing for Large Language Models: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.847990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf8e64a2-0372-49cd-9bee-e43be48d5505 · outbound

This paper cites Speer, J.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Speer, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:20:40.311891Z

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 54dbcb02-6fbb-415a-bcbc-3e4f07dc2a49 · outbound

This paper cites an unresolved cited work.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:20:40.147837Z

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 3cd4d71d-4348-4ada-992a-372c1fefb612 · outbound

This paper cites Symbolic Knowledge Distillation: from General Language Models to Commonsense Models.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:38.996864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd03d534-d9ca-4ed3-987d-4469aa812a39 · outbound

This paper cites Unifying Large Language Models and Knowledge Graphs: A Roadmap.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.045440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 989cbf74-bb27-4624-9deb-15c359799417 · outbound

This paper cites A Comprehensive Study of Knowledge Editing for Large Language Models.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models A Comprehensive Study of Knowledge Editing for Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.114445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 160e1304-6a16-48f7-b217-a38fd50df568 · outbound

This paper cites Training language models to follow instructions with human feedback.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Training language models to follow instructions with human feedback

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.164509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2221a96-91cc-4e44-a972-33d7aef4e528 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.253623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7248714-6bac-4c40-ab17-bf7989851b6d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.290205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation defbadf6-dd11-414c-a0cd-b7497fa62f32 · outbound

This paper cites Mass-Editing Memory in a Transformer.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Mass-Editing Memory in a Transformer

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.371280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64da1be8-a492-436c-93c0-3e00786599b5 · outbound

This paper cites Mitchell, C.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Mitchell, C

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:20:39.990995Z

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.

Pith citing papers

No inbound Pith citation observations are available.