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Paper Citation Record · LEDGER

An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.02382.

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

pith.paper-citation-record.v1
2503.02382 v2

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 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:01:41.653988Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6384c430-559b-40ec-b5c6-3138d9824478 · inbound

Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning cites this paper.

Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-18T07:21:04.401137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-18T07:20:01.505216Z digest=sha256:844bd46ad7b5eec488b3c05f3bc56e6dcf124f67276658538d20aef2fcd5548b

Observation 88bb40ad-7ed1-4801-8813-cee20273a3a0 · inbound

LLM Reasoning with Process Rewards for Outcome-Guided Steps cites this paper.

LLM Reasoning with Process Rewards for Outcome-Guided Steps An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:47:28.419331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T06:43:19.869111Z digest=sha256:5b08c70bb84d16b5c6a4690c0e212eb466795ea96a61092f0ff7eb5e2e0838a5

Observation 97bc4bfb-ff1c-4138-82a6-6dec922afe40 · inbound

Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards cites this paper.

Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-10T04:45:21.116929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-10T04:40:52.854907Z digest=sha256:bff77308fcb2cfbbbc9bcabcc567c8563a4909b8fa94e70ab8ee2720eafd3a54

Observation b007d93f-ecba-42dc-810f-f22a70946847 · inbound

Deep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models cites this paper.

Deep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-02T03:01:41.653988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T03:01:41.653988Z digest=sha256:41477a9db7e4addb992f08f630f2d9b8c78dfcc7453db93aeadd3f93642444ab