Pith. sign in

Paper Citation Record · LEDGER

RedStone: Curating General, Code, Math, and QA Data for Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.03398.

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

pith.paper-citation-record.v1
2412.03398 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:31:37.409614Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T17:21:10.892485Z

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 a9af43c7-a9b7-451e-b517-6d0514dd2b55 · inbound

Data Efficacy for Language Model Training cites this paper.

Data Efficacy for Language Model Training RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T22:31:37.409614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.409614Z digest=sha256:058868307bce147c321b8882d3fa870c890b97f4a16cdc98c7e7aa340bfe0987

Observation 8d97e217-668a-438d-a088-235ffe50bccf · inbound

Large-Scale Diverse Synthesis for Mid-Training cites this paper.

Large-Scale Diverse Synthesis for Mid-Training RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T05:43:17.640566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:43:17.640566Z digest=sha256:8f613f2c9927adb0ee1a609d4ec28344ba5b8a51e8ba004f2a5e5b170ca78ed1

Observation 4e25b861-2189-4b9e-af16-fddbf105c99b · inbound

Distill-then-Replace: Efficient Task-Specific Hybrid Attention Model Construction cites this paper.

Distill-then-Replace: Efficient Task-Specific Hybrid Attention Model Construction RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T10:12:43.374331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:12:43.374331Z digest=sha256:134f3af41f26550b86b5828c5e1ace791de7465bb0588c5988a72ce3fe9047b9

Observation a5059a61-0b6d-43d0-b391-569f432992c9 · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:21:10.894582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T17:37:51.790000Z digest=sha256:10e127228c275451e0e846c0b2a2464c6db7c7f01ba01a3279814da712c95f68