Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T03:42:21.584864Z
Paper Citation Record · LEDGER
Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation
As of 12 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2602.07298.
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 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
3 of 3 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9534c67b-2d4e-4ddd-90b8-566fc6c69f99 · outbound
This paper cites doi: 10.1109/tkde.2025.3552658.http://dx.doi.org/10.1109/TKDE.2025.3552658.
Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation doi: 10.1109/tkde.2025.3552658.http://dx.doi.org/10.1109/TKDE.2025.3552658
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:42:21.580165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 419aa4f2-ec0e-4066-a44c-5d47a0e3211a · outbound
This paper cites foundation.
Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation foundation
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:42:21.584864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa6914c3-7c7c-4a84-adc4-3cfec520e9cd · outbound
This paper cites A data-centric approach to class-specific bias in image data augmentation.
Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation A data-centric approach to class-specific bias in image data augmentation
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:42:21.575446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.