Paper Citation Record · LEDGER

We need to talk about random seeds

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2210.13393.

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

pith.paper-citation-record.v1
2210.13393 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:13:07.919177Z

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

7
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 a9f1224f-e63e-4cb1-80c1-2261a155032c · inbound

A neural network approach to learning solutions of a class of elliptic variational inequalities cites this paper.

A neural network approach to learning solutions of a class of elliptic variational inequalities We need to talk about random seeds

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T11:11:24.065391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee46f03-47c7-410c-a4d1-05fb9b99bb62 · inbound

Instructions Shape Production of Language, not Processing cites this paper.

Instructions Shape Production of Language, not Processing We need to talk about random seeds

Reference 197

Resolution: verified exact; arxiv_id, observed 2026-05-13T03:12:09.391384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9cae8aa3-f17e-467d-b663-e31dcabbd880 · inbound

Instructions Shape Production of Language, not Processing cites this paper.

Instructions Shape Production of Language, not Processing We need to talk about random seeds

Reference 197

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:02:57.855510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5ae0b65a-1f14-45b9-8aec-99f62b81f3e4 · inbound

Gradient-Descent Steps to Success over Mean Accuracy: A Paradigm Shift for ML cites this paper.

Gradient-Descent Steps to Success over Mean Accuracy: A Paradigm Shift for ML We need to talk about random seeds

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T07:49:39.662645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 082de846-aa52-4825-8e0a-e445d5f5d22f · inbound

GRAIN: Group Aggregation via Min-Norm Objective cites this paper.

GRAIN: Group Aggregation via Min-Norm Objective We need to talk about random seeds

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T09:59:45.261211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1b788091-0274-45a4-a9f9-338e740b0e06 · inbound

Test-Time Scaling in Reasoning LLMs: Inference Regimes, Evaluation, and Reproducibility cites this paper.

Test-Time Scaling in Reasoning LLMs: Inference Regimes, Evaluation, and Reproducibility We need to talk about random seeds

Reference 250

Resolution: unresolved; no resolver link, observed 2026-08-15T14:49:06.718154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeee1728-edb0-48c4-94da-a78d5a726bd7 · inbound

Beyond Trial-and-Error: Agentic Optimization for Image-to-Video Adherence cites this paper.

Beyond Trial-and-Error: Agentic Optimization for Image-to-Video Adherence We need to talk about random seeds

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:13:07.919177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.