Paper Citation Record · LEDGER

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2502.13383.

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

pith.paper-citation-record.v1
2502.13383 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:43:44.476940Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T06:13:05.288981Z

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 c3730fbb-5724-4211-92fa-6edfa57638a2 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 257

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T17:18:53.583680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3def0a03-77b2-424a-8e27-5f14f94f53bd · inbound

100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models cites this paper.

100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 114

Resolution: unresolved; no resolver link, observed 2026-08-16T04:43:44.476940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2748fbf2-ba15-4b40-92e5-fafea5ad881d · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:02.499587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cda54b-7ab8-432f-bd3a-6338f924b1ab · inbound

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework cites this paper.

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T12:32:36.390482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0f425a24-b209-4cc5-9266-1079a6b21814 · inbound

OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving cites this paper.

OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:38:37.764312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ce2774b2-49d3-4b34-acad-fe9bd38a50f0 · inbound

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 109

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:45:48.374213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a97fb18-fa00-430c-bd21-fd13e00c0536 · inbound

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 109

Resolution: unresolved; no resolver link, observed 2026-07-13T09:42:23.808691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62657940-73f0-4e34-97f1-3781d659f2e1 · inbound

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos cites this paper.

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 74

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:15:56.116742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 64e840b7-8451-4c1f-865b-add12e09aa3a · inbound

Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents cites this paper.

Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:19:28.860365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3154ddc-74e3-462c-a418-a7cb7bc12898 · inbound

A Nash Equilibrium Framework For Training-Free Multimodal Step Verification cites this paper.

A Nash Equilibrium Framework For Training-Free Multimodal Step Verification MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:13:05.290712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ce25bdfe-4295-417c-8349-787046b5ca44 · inbound

VERDICT: Training-Free Step-Wise Verification of Multimodal Reasoning via Disagreement-Aware Consensus cites this paper.

VERDICT: Training-Free Step-Wise Verification of Multimodal Reasoning via Disagreement-Aware Consensus MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T19:56:01.898636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.