Paper Citation Record · LEDGER

Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.02658.

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

pith.paper-citation-record.v1
2402.02658 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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:38:49.957959Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T21:20:59.345985Z

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 9d0d81ab-67a9-4077-b09c-ba14124d5984 · inbound

Improve Mathematical Reasoning in Language Models by Automated Process Supervision cites this paper.

Improve Mathematical Reasoning in Language Models by Automated Process Supervision Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:53:45.977425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db4e612c-49c0-4aa2-ac57-bf29f9568a4c · inbound

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models cites this paper.

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision

Reference 158

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:20:59.347465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9c70a28-981a-443c-b618-94a132a8e05b · inbound

Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning cites this paper.

Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:49.957959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742ac0a8-38d1-4a25-b960-0002ac15c9f1 · inbound

RRO: LLM Agent Optimization Through Rising Reward Trajectories cites this paper.

RRO: LLM Agent Optimization Through Rising Reward Trajectories Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:42.634639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.