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Paper Citation Record · LEDGER

AlphaMath Almost Zero: Process Supervision without Process

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2405.03553.

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

pith.paper-citation-record.v1
2405.03553 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 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 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:45:02.225374Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:59:38.178795Z

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 95df9dbc-b51e-4716-84d4-a1ff874671d7 · inbound

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs cites this paper.

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs AlphaMath Almost Zero: Process Supervision without Process

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-18T23:58:29.092722Z

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=2026-05-18T23:58:29.040819Z digest=sha256:bf19546f97889dda81806a61a2bde70bed84a52c5ef8a0f9401a9a052e5e9ee5

Observation 4e7de639-b7b9-4499-b210-0a96af1fd149 · inbound

The Lessons of Developing Process Reward Models in Mathematical Reasoning cites this paper.

The Lessons of Developing Process Reward Models in Mathematical Reasoning AlphaMath Almost Zero: Process Supervision without Process

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T13:43:43.262923Z

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=2026-05-16T13:43:43.223872Z digest=sha256:7c77633636c9cdcd5a6dd6302e9079e1bdf744df41e69ea3a5c7e301ed56e58d

Observation aba8b193-025b-4266-b179-838f641dfc04 · 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 AlphaMath Almost Zero: Process Supervision without Process

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:20:59.482839Z

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=2026-05-15T21:20:59.128986Z digest=sha256:2b33885fbefe5384b4f837e85a0572af508d118c985461d5fd16c079baf02dac

Observation d942bd42-d465-408f-8559-ec408d011617 · inbound

SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training cites this paper.

SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training AlphaMath Almost Zero: Process Supervision without Process

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-12T21:31:30.251450Z

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=2026-05-12T21:31:30.202477Z digest=sha256:047b8beb77b4e7ae9315a7709791a97fdffe2fc0bac3877b7ac7525c753e86b9

Observation 72aa303b-4f83-4ebd-941d-978a51fbb63b · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models AlphaMath Almost Zero: Process Supervision without Process

Reference 207

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:36:24.317561Z

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=2026-05-13T01:36:23.845366Z digest=sha256:fcbdf7d394cdb169a444e02dd1489d6a1dd12ab58332475841427450ed668f1f

Observation 263e6914-3671-4b38-9243-004647ca830f · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence AlphaMath Almost Zero: Process Supervision without Process

Reference 233

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T22:23:15.196329Z

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=2026-05-14T22:23:14.621091Z digest=sha256:211e57f97df06e1cd76454f8f8c4d161bdb774ec4c8f90b6434a06d150d9efec

Observation 65e4ebbc-7384-42e9-ad58-1a12d88c7053 · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey AlphaMath Almost Zero: Process Supervision without Process

Reference 199

Resolution
verified exact
arxiv_id, observed 2026-05-18T19:21:48.105505Z

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=2026-05-18T19:19:36.427337Z digest=sha256:534ee526b3dc9877e1c89243a39157ee50c4255447f8eb2b9649a9530116c64d

Observation da57585d-8e1f-4826-b173-bb9b6272ace1 · inbound

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework cites this paper.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework AlphaMath Almost Zero: Process Supervision without Process

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:02.225374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.225374Z digest=sha256:84efe1adc91eed1475b54d67827161f584c9ea2380909991a75ba008c91cb8a3

Observation 70ecd80a-1fbe-4573-bfbf-687568a7f43c · inbound

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space cites this paper.

Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output Space AlphaMath Almost Zero: Process Supervision without Process

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T07:08:32.399343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T07:08:32.399343Z digest=sha256:2179b50b85433801826f919a341dec4f519cc662eed1eb0223c67b258355345c

Observation 84b7865a-05ed-4ac7-96ad-f9356ecc90d4 · inbound

Efficient Process Reward Modeling via Contrastive Mutual Information cites this paper.

Efficient Process Reward Modeling via Contrastive Mutual Information AlphaMath Almost Zero: Process Supervision without Process

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T08:25:59.087302Z

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=2026-05-10T16:40:04.180754Z digest=sha256:cc219dd8d77ed14fe05eee868d9f8366981d390022bbdc4f2d031ceb0c30faa0

Observation e1732b0c-e87f-47b7-95d4-6a4c3984777f · inbound

Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces cites this paper.

Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces AlphaMath Almost Zero: Process Supervision without Process

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-02T08:46:48.970743Z

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=2026-06-28T05:46:26.938277Z digest=sha256:f2d090b9f7d5e4aca5d49462ef8a6987e8f72d978a66f7e7bb89f3dcd60d1514

Observation f0f900f5-924b-43e0-9611-b935c93847ef · inbound

VeriSpace: Spatially Grounded Action Verification for Vision-Language-Action Models cites this paper.

VeriSpace: Spatially Grounded Action Verification for Vision-Language-Action Models AlphaMath Almost Zero: Process Supervision without Process

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-03T06:17:41.795472Z

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=2026-06-27T12:47:35.314486Z digest=sha256:8941f7524be033d85014d809a4fe76cc70b5617a7f3e1260b70d53d27273fb92

Observation fc201724-9778-4f9a-ba21-49f95a24563e · inbound

Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents cites this paper.

Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents AlphaMath Almost Zero: Process Supervision without Process

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T06:59:38.180175Z

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=2026-06-26T13:56:51.914966Z digest=sha256:6fd9374677781860f3b8c06b231bb785414b148973193f7ac71ce7ad6f067391