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Paper Citation Record · LEDGER

From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2507.06573.

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

pith.paper-citation-record.v1
2507.06573 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T14:08:40.968105Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T14:13:30.120402Z

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 23659746-3e51-4ba5-b8ca-8aac15e366d7 · inbound

SCALER:Synthetic Scalable Adaptive Learning Environment for Reasoning cites this paper.

SCALER:Synthetic Scalable Adaptive Learning Environment for Reasoning From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-16T16:28:05.756861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T16:24:04.132572Z digest=sha256:8e1d6b43b2d0095cade5d582a684cecd023195cd614d8d647fe90ea14ed40b35

Observation 988c29da-eaf5-464d-b870-5250a0180a72 · inbound

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning cites this paper.

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:15:49.338226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T19:15:27.406778Z digest=sha256:02a5a2e70ebb37df9ea9a62be84b5ee4dbce3f9ce6aba7d5c53b53187523e68c

Observation ba1428bf-2956-452f-bdb3-71112283d2dd · inbound

Single-Rollout Hidden-State Dynamics for Training-Free RLVR Data Selection cites this paper.

Single-Rollout Hidden-State Dynamics for Training-Free RLVR Data Selection From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-29T14:13:30.122157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T14:08:40.968105Z digest=sha256:4c2565fe5140235a0cd3d6eb1378d83113f43118b5ae6a8451fe68efe7053922