Paper Citation Record · LEDGER

A case for data valuation transparency via DValCards

As of 21 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2506.23349.

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

pith.paper-citation-record.v1
2506.23349 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:50:23.185279Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

16 of 16 outbound references displayed

verified exact0
verified fuzzy6
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 034362d3-e4e9-4627-a9de-045e58978d8f · outbound

This paper cites an unresolved cited work.

A case for data valuation transparency via DValCards Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:50:25.358662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 673022c9-8f12-40e0-8e38-63bce1f2bb20 · outbound

This paper cites an unresolved cited work.

A case for data valuation transparency via DValCards Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:50:25.157018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1dc948a3-a441-4ebc-8b9c-edd1e1098adc · outbound

This paper cites an unresolved cited work.

A case for data valuation transparency via DValCards Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:50:24.989035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 400d545e-1cb8-4e1d-b68f-276b705dc70b · outbound

This paper cites Additionally, ϕshapley(zi, V1 + V2) = ϕshapley(zi, V1) + ϕshapley(zi, V2).

A case for data valuation transparency via DValCards Additionally, ϕshapley(zi, V1 + V2) = ϕshapley(zi, V1) + ϕshapley(zi, V2)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:50:24.761099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 14abe577-a5ba-4a77-840e-99cb91743fba · outbound

This paper cites Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms.

A case for data valuation transparency via DValCards Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:50:21.992327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81d84346-24ae-4eb6-98f6-c228981a0621 · outbound

This paper cites It also outlines intended use cases, acknowledges limitations, and offers recommendations for responsible application.

A case for data valuation transparency via DValCards It also outlines intended use cases, acknowledges limitations, and offers recommendations for responsible application

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:50:23.411172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d68c5302-c0a1-4d50-ba20-f76dbba2cf8b · outbound

This paper cites an unresolved cited work.

A case for data valuation transparency via DValCards Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:50:24.314149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa95c491-b86c-4658-95fa-0d68d8e80f1b · outbound

This paper cites The system flowchart contextualizes data valuation within the model lifecycle, data lifecycle, or algorithmic measures such as data pricing.

A case for data valuation transparency via DValCards The system flowchart contextualizes data valuation within the model lifecycle, data lifecycle, or algorithmic measures such as data pricing

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:50:24.146528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da8fd34c-8a04-45b1-8533-11b6ebf157e9 · outbound

This paper cites an unresolved cited work.

A case for data valuation transparency via DValCards Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:50:23.981871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22e8c37d-22bb-4f51-8de0-122fad600df4 · outbound

This paper cites an unresolved cited work.

A case for data valuation transparency via DValCards Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:50:23.754716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2074b61c-3c3e-4fbd-91ed-6fef83e0c916 · outbound

This paper cites The DVal report includes a comprehensive analysis of both qualitative and quantitative aspects of raw or relative data values for a specific task or application.

A case for data valuation transparency via DValCards The DVal report includes a comprehensive analysis of both qualitative and quantitative aspects of raw or relative data values for a specific task or application

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:50:23.612087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71a35230-28db-4980-9475-82d54e2b98a7 · outbound

This paper cites conditions.

A case for data valuation transparency via DValCards conditions

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:50:24.545941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation daf8fb3d-ae08-4e52-b380-d0e66f7e34ed · outbound

This paper cites Private Data Valuation and Fair Payment in Data Marketplaces.

A case for data valuation transparency via DValCards Private Data Valuation and Fair Payment in Data Marketplaces

Reference 1462

Resolution: unresolved; no resolver link, observed 2026-08-06T21:50:21.554765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 018e8ff9-a4d9-483b-a884-dc2c2ff83056 · outbound

This paper cites The Dataset Nutrition Label (2nd Gen): Leveraging Context to Mitigate Harms in Artificial Intelligence.

A case for data valuation transparency via DValCards The Dataset Nutrition Label (2nd Gen): Leveraging Context to Mitigate Harms in Artificial Intelligence

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T21:50:21.908668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14587506-e4da-4282-8575-a0223dc8b55c · outbound

This paper cites Who’s Responsible? Jointly Quantifying the Contri- bution of the Learning Algorithm and Data.

A case for data valuation transparency via DValCards Who’s Responsible? Jointly Quantifying the Contri- bution of the Learning Algorithm and Data

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:50:25.541307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6f94a1e-a253-4c1a-a9b1-283d1b4eca2b · outbound

This paper cites True to the Model or True to the Data?.

A case for data valuation transparency via DValCards True to the Model or True to the Data?

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T21:50:21.672859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.