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Paper Citation Record · LEDGER

Enhancing Math Reasoning in Small-sized LLMs via Preview Difficulty-Aware Intervention

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2508.01604.

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

pith.paper-citation-record.v1
2508.01604 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 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:50:30.520995Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T00:39:48.236181Z

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 0e14117a-1d47-43aa-be14-4f068fd2bcac · inbound

Verifying Meta-Awareness via Predictive Rewards in Reasoning Models cites this paper.

Verifying Meta-Awareness via Predictive Rewards in Reasoning Models Enhancing Math Reasoning in Small-sized LLMs via Preview Difficulty-Aware Intervention

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T15:50:30.520995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:50:30.520995Z digest=sha256:b03ea49769e95c7bfffadca21996c228e4586696588de8962c6d45952a2754c4

Observation d220770d-8666-4faf-9fb4-d266bc1f6ba6 · inbound

Temporally Extended Mixture-of-Experts Models cites this paper.

Temporally Extended Mixture-of-Experts Models Enhancing Math Reasoning in Small-sized LLMs via Preview Difficulty-Aware Intervention

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:39:48.240903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T00:39:39.492135Z digest=sha256:208ea84348216090c0bf1aaeb405050dafaf4bc1837b2b2615f700fc2ca6e298