Paper Citation Record · LEDGER

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions

As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2506.08927.

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

pith.paper-citation-record.v1
2506.08927 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:01:21.184206Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8799ada9-a94e-471d-8b55-d91c178c52a5 · outbound

This paper cites Qwen2.5-VL Technical Report.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.179430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 021c1266-5ffa-434c-9544-a979798b7a2f · outbound

This paper cites an unresolved cited work.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.249530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456b7eb9-df18-4fee-81a1-718122d047f6 · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.298970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a728207b-fde1-47cf-ba37-eca1282e890a · outbound

This paper cites an unresolved cited work.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:01:22.296979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2fe753cf-1618-4d6f-adcd-7083d3b2b1df · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.390954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91bfbef3-8b6e-4bfe-80ab-938eb4fd55cb · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.457211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52774507-4901-4a91-aaaa-74c470e539d6 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.520169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47cb7cac-e3db-4792-9528-6da682dd11b2 · outbound

This paper cites Virgo: A Preliminary Exploration on Reproducing o1-like MLLM.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Virgo: A Preliminary Exploration on Reproducing o1-like MLLM

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.587114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04495e9-7bce-4259-89b1-6e93e3866fff · outbound

This paper cites an unresolved cited work.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:01:22.279665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37401fbc-e87f-498d-9c1b-9519b094ab57 · outbound

This paper cites rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.720845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa147bd-d493-492f-83ed-9b13a8fbcb7f · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Reasoning with Language Model is Planning with World Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.792112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abeab290-d4bd-4e9a-bfae-5add6b37d837 · outbound

This paper cites Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.854942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbcbf7ea-6be2-43b9-9ee3-3580ad3cb8fd · outbound

This paper cites Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:18.923359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0035e2ed-0752-45be-b0d7-21573ab56eba · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.013514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11b975e-13a2-4e1c-a83f-9415901ede1d · outbound

This paper cites an unresolved cited work.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:01:22.261401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05551319-c3d4-4427-bafe-d30ec53933f6 · outbound

This paper cites LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.132401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30af3c01-aba0-4957-83e0-8056f9eac738 · outbound

This paper cites Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves?.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.216357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a83540-f3dc-421f-9312-d1970f605683 · outbound

This paper cites an unresolved cited work.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T05:01:21.425340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6535f3c3-f3f3-410c-addb-de6dcf3795fe · outbound

This paper cites ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.371511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71941814-d354-4509-8c92-2a79360341e2 · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.450229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bcc79e6-ddcd-4988-998f-0c7c3e826caf · outbound

This paper cites Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.530696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd513454-08e9-430a-8561-f575608ed392 · outbound

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

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.698768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf1880ef-db5b-4948-b53c-66fd3a9d6ef7 · outbound

This paper cites s1: Simple test-time scaling.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions s1: Simple test-time scaling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.843297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a0f5c3f-f7e5-4ef2-803d-2baae5f5a11c · outbound

This paper cites OpenAI o1 System Card.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions OpenAI o1 System Card

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:19.961186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bfb8863-0cd7-4576-9021-d7abd028e4a2 · outbound

This paper cites Question Decomposition Improves the Faithfulness of Model-Generated Reasoning.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Question Decomposition Improves the Faithfulness of Model-Generated Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:20.121242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21518bd4-e302-429c-b012-7df789d2c5aa · outbound

This paper cites an unresolved cited work.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:20.300315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 087b4ef5-85d7-4553-bb5f-ca2c6e4f167e · outbound

This paper cites Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:20.446667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cd5b145-e339-477a-8158-83e487a0343a · outbound

This paper cites an unresolved cited work.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:20.575947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 506eadfa-d4d1-4cc7-bd57-e37a7307fa8d · outbound

This paper cites MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:20.720880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f7328da-719a-4afb-8784-6994ebcf0853 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:20.937013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3905b1d-bd9e-4536-98bc-be3b379a6078 · outbound

This paper cites online" 'onlinestring :=.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions online" 'onlinestring :=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:21.057165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b02660d9-b3f5-4d22-9286-5a85bf9cfb70 · outbound

This paper cites write newline.

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:21.184206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.