Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2109.07127.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:45:03.164130Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T18:16:30.548575Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 47557269-2cbe-4741-af78-b1c4553d911c · inbound
Sanitizing Manufacturing Dataset Labels Using Vision-Language Models cites this paper.
Sanitizing Manufacturing Dataset Labels Using Vision-Language Models A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:45:03.164130Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aac4cd5-5da6-4e36-860e-7ee7dedacd80 · inbound
Unfolding Data Quality Dimensions in Practice: A Survey cites this paper.
Unfolding Data Quality Dimensions in Practice: A Survey A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T14:50:12.932888Z
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.