Paper Citation Record · LEDGER

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2506.05379.

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

pith.paper-citation-record.v1
2506.05379 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:55:45.250176Z

measured 20 of 20 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

20 of 20 outbound references displayed

verified exact0
verified fuzzy16
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e7488a8-ed6f-44fb-8833-e5d2e74920ae · outbound

This paper cites ACM transactions on intelligent systems and technology15(3), 1–45 (2024).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models ACM transactions on intelligent systems and technology15(3), 1–45 (2024)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.488496Z

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 0b94bdfc-9889-409b-a387-243c0c713b98 · outbound

This paper cites Technical report, National Bureau of Economic Research (2025).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models Technical report, National Bureau of Economic Research (2025)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.479081Z

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 111a9e9e-048a-43c1-81be-e193270f7e3f · outbound

This paper cites Journal of Industrial and Management Optimization21(2), 1503–1517 (2025).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models Journal of Industrial and Management Optimization21(2), 1503–1517 (2025)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.466260Z

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 7322fb02-147c-42f1-97b8-b374acc6423c · outbound

This paper cites FinTech and Sustainable Innovation (FSI) (2025).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models FinTech and Sustainable Innovation (FSI) (2025)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.450930Z

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 40c68f40-2c8e-4bb2-a53d-6348553665a8 · outbound

This paper cites CHARA PODIMATA, 102 22.

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models CHARA PODIMATA, 102 22

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.436115Z

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 89f75e52-5ca7-4af1-b440-6fe6e80d0ea1 · outbound

This paper cites In: ACM Conference on Economics and Computation (2015).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models In: ACM Conference on Economics and Computation (2015)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.420850Z

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 e2df2fde-d5dc-47fa-99ef-49a78e1dec27 · outbound

This paper cites In: ACM Conference on Economics and Computation (2017).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models In: ACM Conference on Economics and Computation (2017)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.404454Z

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 7117fd61-73a7-40af-8ca6-964d49d88478 · outbound

This paper cites ArXiv preprint (2025).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models ArXiv preprint (2025)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.387511Z

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 76bf5391-b3b2-4f0a-b347-df59321408b3 · outbound

This paper cites In: NeurIPS (2023).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models In: NeurIPS (2023)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.366206Z

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 123b1f73-1e34-43fb-87e7-a98f7d7c3c75 · outbound

This paper cites In: ACM Conference on Economics and Computation (2020).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models In: ACM Conference on Economics and Computation (2020)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:47.260958Z

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 b21eb207-87aa-496d-814c-152fc8e05ebf · outbound

This paper cites Journal of the ACM (2023).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models Journal of the ACM (2023)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:46.966477Z

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 7db8f97e-f310-42fe-85a7-a5bd20d92a25 · outbound

This paper cites In: ACM Conference on Economics and Computation (2020).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models In: ACM Conference on Economics and Computation (2020)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:46.731232Z

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 fa174045-6cad-4222-8d39-94b077f1e0a3 · outbound

This paper cites IEEE Transactions on Signal Processing (2023).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models IEEE Transactions on Signal Processing (2023)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:46.486024Z

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 4adc31d5-8807-4957-8ddf-eab5c0ba1690 · outbound

This paper cites High-resolution infrared action spectroscopy of the fundamental vibrational band of CN+.

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models High-resolution infrared action spectroscopy of the fundamental vibrational band of CN+

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T11:55:45.431323Z

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 f9e3ad1d-8935-4598-acd2-25f042fd3029 · outbound

This paper cites StyleGAN knows Normal, Depth, Albedo, and More.

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models StyleGAN knows Normal, Depth, Albedo, and More

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:44.753497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 962200fc-0994-40d6-9af0-c323dbf41950 · outbound

This paper cites In submission (2024).

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models In submission (2024)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:46.279412Z

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 b0ce248d-5a6f-4b67-8d38-657f7ef3fc85 · outbound

This paper cites an unresolved cited work.

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:55:46.097172Z

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 35ac909c-2705-49be-a9b4-97aa2f0d6615 · outbound

This paper cites 2.Influence-F unction Approximation: For eachi, compute bϕi ≈ −g⊤ i H −1¯gwhereg i is the gradient of loss w.r.t.

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models 2.Influence-F unction Approximation: For eachi, compute bϕi ≈ −g⊤ i H −1¯gwhereg i is the gradient of loss w.r.t

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:45.923015Z

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 4114a26a-5b78-424d-b8d6-d3b7ec4c93d8 · outbound

This paper cites an unresolved cited work.

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:55:45.768229Z

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 db1c5686-5670-4f4a-9424-63cbeea31201 · outbound

This paper cites Appendix E Ethical and Societal Impact Statement Our mechanisms seek to democratise access to LLM training by rewarding diverse data owners.

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models Appendix E Ethical and Societal Impact Statement Our mechanisms seek to democratise access to LLM training by rewarding diverse data owners

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:55:45.607262Z

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.