Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.15285.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:13.070132Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T00:39:17.554218Z
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 c31f056f-2a0c-4681-b01e-6864e54ecebd · inbound
A Survey of LLM $\times$ DATA cites this paper.
A Survey of LLM $\times$ DATA Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining
Reference 139
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:13.070132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed9a85c7-fce3-48df-8edd-4c624c12522a · inbound
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning cites this paper.
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:35:40.495825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fcec0c5-eb1c-4333-bbce-3febb00a897e · inbound
NVIDIA Nemotron 3: Efficient and Open Intelligence cites this paper.
NVIDIA Nemotron 3: Efficient and Open Intelligence Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:40:42.357220Z
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.
Observation 0e1ab5ef-6b86-46ed-a171-5be072b032b1 · inbound
RegMix-D: Dynamic Data Mixing via Proxy Training Trajectories cites this paper.
RegMix-D: Dynamic Data Mixing via Proxy Training Trajectories Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T00:39:17.556230Z
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.