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Paper Citation Record · LEDGER

Understanding Silent Data Corruption in LLM Training

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.12340.

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

pith.paper-citation-record.v1
2502.12340 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:42:40.915380Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-09T22:34:06.956037Z

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 fb804fcb-8b82-4b15-a260-7219f6a5ab35 · inbound

Kernel Contracts: A Specification Language for ML Kernel Correctness Across Heterogeneous Silicon cites this paper.

Kernel Contracts: A Specification Language for ML Kernel Correctness Across Heterogeneous Silicon Understanding Silent Data Corruption in LLM Training

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:34:06.957668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-09T22:30:16.501457Z digest=sha256:142aa91d2bbf5b87f7ed2d7ba76e6e96f68cf64a546018816363381551994a65

Observation 100622ef-1574-40b9-a477-e53ae10fb727 · inbound

SCOUT: Symmetric Consensus Outlier Detection for Failure Localization in LLM Pre-Training cites this paper.

SCOUT: Symmetric Consensus Outlier Detection for Failure Localization in LLM Pre-Training Understanding Silent Data Corruption in LLM Training

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T11:42:40.915380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:42:40.915380Z digest=sha256:4ba4dbddb8b50806b0225d5ff9cc5f5f43c5f88668e9be19a92d7f71e174ae01