Paper Citation Record · LEDGER

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.24004.

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

pith.paper-citation-record.v1
2505.24004 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:41:41.529136Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

36 of 36 outbound references displayed

verified exact5
verified fuzzy2
unresolved25
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9acb4e3-64f9-4fd3-8af6-a8900eea5a66 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:47.428071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa5d2859-22bf-4018-ba8c-9ff504bb80cc · outbound

This paper cites Argyle, Ethan C.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Argyle, Ethan C

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:39.445851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db00ea5e-e1c9-4ac8-a4dd-a65633360ae0 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:47.244408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c2d585b-04ea-4dd6-83a2-68485baa2b2a · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:47.046165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16bcddae-bd59-4018-8c53-e5984b4a5a14 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:46.890209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b3e5ec7-e1e5-419a-abc2-eef268ab1685 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:46.640392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef26b8c1-3655-4ab9-8219-8362e2936cac · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:39.812043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b4a279-bd7a-4953-9aca-cc6737abcceb · outbound

This paper cites 2019.Ghost work: How to stop Silicon Valley from building a new global underclass.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins 2019.Ghost work: How to stop Silicon Valley from building a new global underclass

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:46.336236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb87934b-8f60-4f3f-9eea-4379267b167a · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:46.060314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7205c2e1-5e24-4b64-928a-0fe273c2e22d · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:41:43.338520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7c2d9c0-2322-41da-8185-a03e77975542 · outbound

This paper cites Hughes, Abigail A.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Hughes, Abigail A

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T12:41:42.272193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a4dbbdb-f035-46d5-9e35-a26a4d7e3fa0 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:45.825511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cfdd8da7-6e99-4023-acc4-9932a97fb795 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:45.558132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fca6d11f-e67e-4126-b429-c0809c1bcaf5 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:40.215783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592503b3-32c2-4b59-b503-eb726505fea9 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:45.290928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8060ee84-155e-4442-b8c2-54f9016937d5 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:45.040460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8a54bcd-f09f-4083-8963-75a7e195b11e · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-07T12:41:42.099562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 016656aa-e34a-4e33-a8a4-64060525a34b · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:44.816583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93c1bc97-2198-4c5b-ace5-d1a8372112fc · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 19

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T12:41:41.907912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 615ffea9-b81f-4771-befc-7e5e46cb20d9 · outbound

This paper cites Does Writing with Language Models Reduce Content Diversity?.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Does Writing with Language Models Reduce Content Diversity?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:40.574555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b3aa969-de0f-42a9-baed-704a86a92f67 · outbound

This paper cites Bernstein.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Bernstein

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:40.580822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7392a71-40a3-4f57-8b0c-8aa9a5987fcb · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:40.586153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a80d8e3-5e3d-419d-b89e-3984954a4030 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:41:42.899473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d9b386d-3aeb-4b79-86a6-abee4b1c0e19 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:44.554073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 777ce769-140c-42fe-8baa-a0cf97331482 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:44.306040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8743a2e-ef51-43ee-9730-2dec12814086 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:41:43.953376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0e0fc11-e485-43f7-ba59-e8896fdf84c1 · outbound

This paper cites 2019.Bit by bit: Social research in the digital age.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins 2019.Bit by bit: Social research in the digital age

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:41:43.755264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9593e0cc-9a3d-4230-964c-745d55e39895 · outbound

This paper cites Prevalence and prevention of large language model use in crowd work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Prevalence and prevention of large language model use in crowd work

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:41:41.680724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a0bb69a-0a22-4e0f-a0dc-9a64b92efa6d · outbound

This paper cites Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:41.152556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a039f467-90f0-47fe-ae54-46583a443a2a · outbound

This paper cites Large language models that replace human participants can harmfully misportray and flatten identity groups.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Large language models that replace human participants can harmfully misportray and flatten identity groups

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:41.196965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2deb103f-1bff-4d6f-92c8-ffebc5028598 · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:41.255212Z

Source-reported events for the cited work

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Observation 63d62db5-aa9f-4033-92e6-be0e1ab50e5c · outbound

This paper cites an unresolved cited work.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:41.374624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e644d8a5-e352-45df-b0b7-3f20178f29d6 · outbound

This paper cites LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:41.459000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9832cca-0f7d-47de-bcae-359624886ea0 · outbound

This paper cites Did not receive demographic information.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins Did not receive demographic information

Reference 36

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:41:43.555933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cab97a68-aab2-4c2f-8f0b-51edcf3573cf · outbound

This paper cites InProceedings of the CHI Conference on Human Factors in Computing Systems(Honolulu HI USA, 2024-05-11).

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins InProceedings of the CHI Conference on Human Factors in Computing Systems(Honolulu HI USA, 2024-05-11)

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-07T12:41:41.303108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7414467f-4c8b-4566-a76a-99b6cffeae48 · outbound

This paper cites 2025), 106140.

Redefining Research Crowdsourcing: Incorporating Human Feedback with LLM-Powered Digital Twins 2025), 106140

Reference 2025

Resolution: verified exact; doi, observed 2026-08-07T12:41:42.426523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.