Paper Citation Record · LEDGER

The Widespread Adoption of Large Language Model-Assisted Writing Across Society

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 10 inbound Pith citation observations for arXiv:2502.09747.

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

pith.paper-citation-record.v1
2502.09747 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:43:22.755419Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:11:18.099124Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

30 of 30 outbound references displayed

verified exact2
verified fuzzy9
unresolved17
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation bf72fa0b-3369-4342-bf33-db7c60c14f58 · outbound

This paper cites Blueprint for an AI bill of rights (2022).

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Blueprint for an AI bill of rights (2022)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:24.091344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2f1a28f-613c-45c2-bd06-5e2637aa8fb2 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society On the Opportunities and Risks of Foundation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.223758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f9a3a4-a9e3-4efd-9904-e29c6b9e3fc0 · outbound

This paper cites Artificial intelligence index report 2024.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Artificial intelligence index report 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:24.073275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 723f37dd-7a41-4c09-b70a-ac8f144d9b36 · outbound

This paper cites so what if chatgpt wrote it?.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society so what if chatgpt wrote it?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.237537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89bfe7c1-cf41-4936-87dc-a2696a0e1269 · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.243901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396845c3-1318-4f49-98b8-fb9a144463c3 · outbound

This paper cites M., Gebru, T., McMillan-Major, A.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society M., Gebru, T., McMillan-Major, A

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.250575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01da7465-839a-43a7-a92f-a0f0c5cd1e8d · outbound

This paper cites Ethical and social risks of harm from Language Models.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Ethical and social risks of harm from Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.256752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 430aad54-29ff-4b2e-af04-bba9c8182566 · outbound

This paper cites & Vestergaard, E.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society & Vestergaard, E

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-07T20:43:22.263215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eec0daf5-b607-457e-907e-05598fa18684 · outbound

This paper cites & Deming, D.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society & Deming, D

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.269036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ffe7b6-054c-491f-b62d-a61ad3c6ce2e · outbound

This paper cites The Rise of AI-Generated Content in Wikipedia.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society The Rise of AI-Generated Content in Wikipedia

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.275629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4acd328e-b906-4f78-aa40-3e73c91e6912 · outbound

This paper cites & Shin, J.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society & Shin, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:24.055170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e3ded41-7b17-4050-81d9-5af77eaa6946 · outbound

This paper cites Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.413463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45af981d-d8ec-499c-9ce1-8dc0fe1dc77c · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:43:24.030379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0963e1eb-2e41-4a34-a8cc-a553d06341f1 · outbound

This paper cites GPT detectors are biased against non-native English writers.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society GPT detectors are biased against non-native English writers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.426974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cac8498-4008-4177-8a25-ae3ffbd793e5 · outbound

This paper cites & Raymond, L.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society & Raymond, L

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.433334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3030f03a-0694-4bdd-a826-2e2e5ade0edd · outbound

This paper cites M., Singhal, A.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society M., Singhal, A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:23.986563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03b55ff3-104d-44c2-a7c3-f09448d4d679 · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-07T20:43:22.887589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 892f2461-2db1-478a-986d-edfd206412bc · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T20:43:22.848046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fa2a8de-1bbc-455b-8618-8dbf36622f5a · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.462400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19100997-cb1b-40f2-b662-be1923df6f31 · outbound

This paper cites G., Davis, G.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society G., Davis, G

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:23.943289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5f27b8f-92a6-405e-a9d2-39915a28205a · outbound

This paper cites I., Parasuraman, A.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society I., Parasuraman, A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:23.861714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75b608d7-7c0b-457e-bcf4-738d6c29d26b · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:43:23.746916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f165d01f-685d-44f4-b9da-5a8e3e107688 · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:43:23.659714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7bcbd379-2d0a-4ed5-b0be-bd25d46353fb · outbound

This paper cites Bias in perception of art produced by artificial intelligence.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Bias in perception of art produced by artificial intelligence

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:23.638572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 94607582-ebb2-4bcc-acfc-0631d3c692fb · outbound

This paper cites Generative AI and Perceptual Harms: Who's Suspected of using LLMs?.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Generative AI and Perceptual Harms: Who's Suspected of using LLMs?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.525848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf5151f-cda6-43e0-af4b-ebc46c6f0c85 · outbound

This paper cites & Hodson, J.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society & Hodson, J

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T20:43:22.569409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a27555b-9cba-42bd-86a8-60a9217b8d4b · outbound

This paper cites & Horton, J.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society & Horton, J

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:23.616802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc486913-63d5-47d1-a326-4adc871598a1 · outbound

This paper cites Generative AI Top 150: The World’s Most Used AI Tools.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Generative AI Top 150: The World’s Most Used AI Tools

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:43:23.591473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e9ca285-2d5e-41e6-82c6-60abfa56e3b0 · outbound

This paper cites The Global AI Talent Tracker (2024).

The Widespread Adoption of Large Language Model-Assisted Writing Across Society The Global AI Talent Tracker (2024)

Reference 29

Resolution: malformed identifier; no resolver link, observed 2026-08-07T20:43:22.717231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7533389-071a-47ad-9fb2-84e49339355b · outbound

This paper cites an unresolved cited work.

The Widespread Adoption of Large Language Model-Assisted Writing Across Society Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:43:23.565525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 675e3596-6dce-4f54-a1f5-d43d016a4c64 · inbound

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild cites this paper.

Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:11:18.099124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4e0180-cdfd-4758-91a3-27686fffa952 · inbound

Political Ideology Shifts in Large Language Models cites this paper.

Political Ideology Shifts in Large Language Models The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T17:42:18.804265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24017996-f51e-46d0-8ad9-fe859a25d147 · inbound

Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaboration cites this paper.

Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaboration The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:11:39.902861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f071110-f478-490b-a12c-44cee2dd158a · inbound

AI use in American newspapers is widespread, uneven, and rarely disclosed cites this paper.

AI use in American newspapers is widespread, uneven, and rarely disclosed The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:55:53.996885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 698e4c48-ff8d-4e02-8342-0591c03fceef · inbound

From Planning to Revision: How AI Writing Support at Different Stages Alters Ownership cites this paper.

From Planning to Revision: How AI Writing Support at Different Stages Alters Ownership The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:15:33.835158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c09fb5b-6809-42d8-a173-39869926d47a · inbound

Comparing Human and Large Language Model Interpretation of Implicit Information cites this paper.

Comparing Human and Large Language Model Interpretation of Implicit Information The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:01:49.357670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1195d467-f395-47ce-bbab-6b2c8aff3646 · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:19.857305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4cd6862f-8ddf-41a8-903c-6794fd6f47f4 · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:19:16.482002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83b8d018-c28a-405e-a7a6-12abb41aa630 · inbound

Seed Bank, Co-op, Stoop Swap: Metaphors for Governing Language Model Data for Creative Writing cites this paper.

Seed Bank, Co-op, Stoop Swap: Metaphors for Governing Language Model Data for Creative Writing The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:02:48.690952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d1eccfd-3702-4d55-96d5-324a6af8900e · inbound

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift cites this paper.

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift The Widespread Adoption of Large Language Model-Assisted Writing Across Society

Reference 57

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T17:40:00.610349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.