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Paper Citation Record · LEDGER

Fairshare Data Pricing via Data Valuation for Large Language Models

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.00198.

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

pith.paper-citation-record.v1
2502.00198 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T15:16:32.125215Z

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

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e7f3097c-a92d-46f3-887a-8dabd415460e · inbound

A Human-Centric Framework for Data Attribution in Large Language Models cites this paper.

A Human-Centric Framework for Data Attribution in Large Language Models Fairshare Data Pricing via Data Valuation for Large Language Models

Reference 197

Resolution
verified exact
arxiv_id, observed 2026-08-04T02:29:04.470544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T02:33:56.023070Z digest=sha256:05e4810c3fa06d866a7b0ad5ebd32e3cf634aba8522e0eae381bfd96e12d629d

Observation a2cd66fb-c781-4d1e-ae5d-ae098d79be46 · inbound

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda cites this paper.

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda Fairshare Data Pricing via Data Valuation for Large Language Models

Reference 131

Resolution
verified exact
arxiv_id, observed 2026-08-04T02:29:04.470544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T06:27:23.580445Z digest=sha256:6a1dbe728822c4a22fdd60c45a76844c9f9b9828f88a1dea3b29f2bba49f4ed7

Observation cb812b77-6609-492d-848a-4908f7321f8f · inbound

On the Fragility of Data Attribution When Learning Is Distributed cites this paper.

On the Fragility of Data Attribution When Learning Is Distributed Fairshare Data Pricing via Data Valuation for Large Language Models

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-08-04T02:29:04.470544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T15:16:32.125215Z digest=sha256:a3c1b8054f883945027ab83d1efc6bcd2721bfe5771eeadd964c0e4ea4393c9c