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Paper Citation Record · LEDGER

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

As of 8 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 5 inbound Pith citation observations for arXiv:2505.14552.

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

pith.paper-citation-record.v1
2505.14552 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:36:28.526144Z

measured 55 of 55 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:40:18.763963Z

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

50 of 50 outbound references displayed

  • verified exact2
  • verified fuzzy13
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

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

Outbound references

Observation 06c09267-6863-4d3b-8544-98c54de1ae9f · outbound

This paper cites Claude 3.7 sonnet and claude code, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Claude 3.7 sonnet and claude code, 2025

Reference 1

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raw_fallback, observed 2026-08-07T15:36:32.291040Z

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.

source=pdf_text observed=2026-08-07T15:36:24.696005Z digest=sha256:2e09d10837a395401a7e674ee88c12dde32c85145954bbbc258f432e3bbd3b7d

Observation 61e04e27-7bf6-441f-b331-05f09af5c82d · outbound

This paper cites Qwen2.5-VL Technical Report.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Qwen2.5-VL Technical Report

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:24.766524Z digest=sha256:6409d2d41e1f99456ff773e92304ac36fc15cb6efe02574f3b828e134cd6df3f

Observation c64c4f69-41e4-401f-935c-8912f3b7b554 · outbound

This paper cites Zebralogic: Benchmarking the logical reasoning ability of language models, 2024.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Zebralogic: Benchmarking the logical reasoning ability of language models, 2024

Reference 3

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raw_fallback, observed 2026-08-07T15:36:32.146472Z

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.

source=pdf_text observed=2026-08-07T15:36:24.858267Z digest=sha256:68b2a13b544f91eb5cac1c311377e0b2cc8596c9cb5907aaa67266fa973de82a

Observation eaadc71c-d655-42f7-8ec6-644812052813 · outbound

This paper cites Doubao-vision-pro, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Doubao-vision-pro, 2025

Reference 4

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raw_fallback, observed 2026-08-07T15:36:32.015367Z

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.

source=pdf_text observed=2026-08-07T15:36:24.927082Z digest=sha256:b54799bbd062d3b1f94f49a74c9167461b918895cb876bf4a974f038ab0e24df

Observation f96d137d-5105-470f-ad19-d8208f3356dc · outbound

This paper cites Doubao-1.5-pro, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Doubao-1.5-pro, 2025

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-07T15:36:31.864759Z

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.

source=pdf_text observed=2026-08-07T15:36:24.998909Z digest=sha256:afb6b92120d5fd97e7bcbe72417278b9076fa274a35d576a9fb10944df237938

Observation fbd77ceb-c0ea-462a-ae9a-d395ec67d38b · outbound

This paper cites Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.068363Z digest=sha256:dfb16c1871b76d5c3fd8decd950675ba57b472b1bf89d0ddbb452348be2e009b

Observation 17adf4fc-e5df-48e1-ac42-aeed1cc19043 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Training Verifiers to Solve Math Word Problems

Reference 7

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source=pdf_text observed=2026-08-07T15:36:25.162239Z digest=sha256:3bdc542e564b3ca7e34a047567ea46ceb33ee138dd1705f523e72105bb67c1ee

Observation 49362b4f-08bb-4ecd-b761-3dc80b57eabf · outbound

This paper cites Gemini 2.0 flash thinking, 2024.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Gemini 2.0 flash thinking, 2024

Reference 8

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no resolver link, observed 2026-08-07T15:36:25.216548Z

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source=pdf_text observed=2026-08-07T15:36:25.216548Z digest=sha256:3b8b8b68273ae88530a066ecc3aa15bd293c01d68e3edb545d108c06a4005ed6

Observation 1a648bd7-c1a6-4b6f-a4b4-a48de7bcbcda · outbound

This paper cites Gemini 2.5: Our most intelligent ai model, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Gemini 2.5: Our most intelligent ai model, 2025

Reference 9

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raw_fallback, observed 2026-08-07T15:36:31.742211Z

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.

source=pdf_text observed=2026-08-07T15:36:25.283477Z digest=sha256:4adda159e3f6ce48b97f3e1b0b16828b32d0742b49fa07aeb9514da90e311c59

Observation c22364c2-623d-4fdc-822a-8d8265aac8c3 · outbound

This paper cites Mindagent: Emergent gaming interaction.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Mindagent: Emergent gaming interaction

Reference 10

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source=pdf_text observed=2026-08-07T15:36:25.364222Z digest=sha256:b4f041ac41c2135e0668346839e245571b7b58af0fbb12a37a52284080bd5b38

Observation c67f13ed-8412-40c1-b8d3-c0218c6f8d43 · outbound

This paper cites TextArena.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation TextArena

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.443878Z digest=sha256:88aa5b8aa9e6224cbceab4631d8630836b527d0afc63243e4cb236dcfedaee74

Observation 785a96bc-8fa0-4272-9202-7e439a8276d6 · outbound

This paper cites LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models

Reference 12

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source=pdf_text observed=2026-08-07T15:36:25.488705Z digest=sha256:a34aef814c597d5b14aafc134ce16413ea8f1484183fbb6a1e08992324935491

Observation 5ca8f435-fefc-481e-b4f0-01eef8010bd0 · outbound

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

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.576192Z digest=sha256:91576cf4c59c6b9f9a0b2dddf639e1be1452764dbb07ab7ca1ffe4b67544aff6

Observation e21f3090-69cb-4441-a937-26476f5fd925 · outbound

This paper cites FOLIO: Natural Language Reasoning with First-Order Logic.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation FOLIO: Natural Language Reasoning with First-Order Logic

Reference 14

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no resolver link, observed 2026-08-07T15:36:25.653305Z

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source=pdf_text observed=2026-08-07T15:36:25.653305Z digest=sha256:fab8cbb68d24b957aee9d46693d8d46a0dec21065855a6d292b436dad9547cfd

Observation 4c3de423-2abd-4354-bf75-731cd35682be · outbound

This paper cites Measuring Massive Multitask Language Understanding.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Measuring Massive Multitask Language Understanding

Reference 15

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no resolver link, observed 2026-08-07T15:36:25.695051Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.695051Z digest=sha256:ad1b313591dfffcb72fbca28897bcef8d8ae55985c12a164fbe3d1bf87d8dd66

Observation d60a46b2-91a1-4466-9e60-646f77eb5b94 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Measuring Mathematical Problem Solving With the MATH Dataset

Reference 16

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no resolver link, observed 2026-08-07T15:36:25.744056Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.744056Z digest=sha256:0821b19678c67057311ee5c8a4fdfa5358c65a132e6820eea9d392ba8c396b20

Observation 30692c77-ddd6-4436-9a51-59b1f45ce31e · outbound

This paper cites GameArena: Evaluating LLM Reasoning through Live Computer Games.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation GameArena: Evaluating LLM Reasoning through Live Computer Games

Reference 17

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no resolver link, observed 2026-08-07T15:36:25.847549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.847549Z digest=sha256:44f0257f23de464341c84c6ab98222fb76bb7ce5a4b2fc9149ce53f3adac48cc

Observation 34943d93-bde3-4456-a1e2-d32ed692a665 · outbound

This paper cites AvalonBench: Evaluating LLMs Playing the Game of Avalon.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation AvalonBench: Evaluating LLMs Playing the Game of Avalon

Reference 18

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source=pdf_text observed=2026-08-07T15:36:25.898399Z digest=sha256:b3403ce7b56126df5d239fcbdb5fdf1935ea0ea464f14244172d418a7f13efc2

Observation 52ff72c7-029b-4f1e-9a56-b601b1d725b7 · outbound

This paper cites DeepSeek-V3 Technical Report.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation DeepSeek-V3 Technical Report

Reference 19

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no resolver link, observed 2026-08-07T15:36:25.931357Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:36:25.931357Z digest=sha256:89d6974ef50a911af54899d2fe36ded3b8b22786e801e9cd3261b0b15c58a003

Observation 7b0cadeb-77ee-44b5-b8a5-fdf99487dfc1 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation AgentBench: Evaluating LLMs as Agents

Reference 20

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no resolver link, observed 2026-08-07T15:36:25.977121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.977121Z digest=sha256:943c81ef1223c72a772dcd4c9dfaa8936c819645fa3e2e0a608bf7f9810defea

Observation 27c5cf3d-fe22-4478-8d5d-8bbeae278441 · outbound

This paper cites KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks

Reference 21

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no resolver link, observed 2026-08-07T15:36:26.040195Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.040195Z digest=sha256:55b5cdbf82a35c10cc5f76c59a4e9ed6000417f74b5a5157901e69106c09fa4f

Observation 9ea2814c-fa27-4ae0-969e-375862834618 · outbound

This paper cites Learning to reason with llms, 2024.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Learning to reason with llms, 2024

Reference 22

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no resolver link, observed 2026-08-07T15:36:26.107011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.107011Z digest=sha256:ae32fa7b015d16e84dce54c834bd7f7e2045db3dcd89fb21a2d272f9fe201b83

Observation dd430920-3273-4c6e-97cf-f6be6afeba16 · outbound

This paper cites Gpt-4o system card.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Gpt-4o system card

Reference 23

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raw_fallback, observed 2026-08-07T15:36:31.576336Z

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.

source=pdf_text observed=2026-08-07T15:36:26.158524Z digest=sha256:504d7f123a2fe35517ea64697aad0831291efb5188fb5eff37c0c4685be51efb

Observation 94d794f0-7200-49ed-91cc-395b891b4b40 · outbound

This paper cites Learning to reason with llms, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Learning to reason with llms, 2025

Reference 24

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raw_fallback, observed 2026-08-07T15:36:31.424718Z

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.

source=pdf_text observed=2026-08-07T15:36:26.237237Z digest=sha256:45533be3a6bf53a45443f34d2ad19e744dbdbf2851c76e6c4f5cb32b6ea783a0

Observation 42d97dfd-12c3-4939-9300-b48002441423 · outbound

This paper cites SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Reference 25

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source=pdf_text observed=2026-08-07T15:36:26.330534Z digest=sha256:9d481df71303097fdb4f451b86e0cc195a9e387ee26a96d8004ccd30ca2b0155

Observation eb4bd82a-1258-4ac8-b660-5743f2324925 · outbound

This paper cites Suttle, Mengdi Wang, Amrit Singh Bedi, and Dinesh Manocha.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Suttle, Mengdi Wang, Amrit Singh Bedi, and Dinesh Manocha

Reference 26

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no resolver link, observed 2026-08-07T15:36:26.428286Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.428286Z digest=sha256:3084f17a6c1b8055aff1ef0a48c196746fed61f51957045a70267585b8250000

Observation 5362a652-7c47-42a1-9c99-e4bea08a1484 · outbound

This paper cites Humanity's Last Exam.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Humanity's Last Exam

Reference 27

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source=pdf_text observed=2026-08-07T15:36:26.511340Z digest=sha256:0c963a0587312199812432d214b76e6e14cc8189af459cee8887403ee0e78ca6

Observation 34ceef5a-16a8-4f97-8686-d72cca1ab5ab · outbound

This paper cites PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.588538Z digest=sha256:475eb31f6f8ba5f5d653fd3ab1a2bd19675c771ba65387419bc03f3ab7d07a7d

Observation 55ab086b-4587-4598-a334-efef2874c8f8 · outbound

This paper cites Seed-Thinking-v1.5: Advancing Superb Reasoning Models with Reinforcement Learning.arXiv e-prints, art.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Seed-Thinking-v1.5: Advancing Superb Reasoning Models with Reinforcement Learning.arXiv e-prints, art

Reference 29

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source=pdf_text observed=2026-08-07T15:36:26.645654Z digest=sha256:55999fc53e3bdbc134fe09e78f9e7616a5b9bc2f15f7ced0f7344d192b92c232

Observation deb71e0d-5301-406f-b538-3e69c2cfeb36 · outbound

This paper cites Cryptox : Compositional reasoning evaluation of large language models,.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Cryptox : Compositional reasoning evaluation of large language models,

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-07T15:36:31.217951Z

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.

source=pdf_text observed=2026-08-07T15:36:26.758939Z digest=sha256:2eb864c9813fca673d5490a28ad84912327272d6958bfc2e32fd1e48cbf67323

Observation c91341ca-ff33-4a70-8390-a0e84d86120d · outbound

This paper cites CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Reference 31

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no resolver link, observed 2026-08-07T15:36:26.987937Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.987937Z digest=sha256:a48316ccb5cf293b4de771be8b2c5f6a5615fdb48fbe126ccb57bdcc0fd9d09c

Observation 50e4d9b4-c505-43fe-8865-ff226a974bbc · outbound

This paper cites Reasonggym.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Reasonggym

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-07T15:36:31.007874Z

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.

source=pdf_text observed=2026-08-07T15:36:27.072869Z digest=sha256:57c9b4c75f05b09eb62d34a71e92faff16cfef048851709a750cec9b32d34877

Observation 21535db2-bb2d-4c3f-a2ec-3be81e92849b · outbound

This paper cites CryptoX : Compositional Reasoning Evaluation of Large Language Models.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation CryptoX : Compositional Reasoning Evaluation of Large Language Models

Reference 33

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no resolver link, observed 2026-08-07T15:36:26.867470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.867470Z digest=sha256:8322dea542920f207da7c060a2dabebe490ec0c5254e362f5f59b5a29ca9741f

Observation 924c1fd1-cd11-4f80-959f-ed7e886d505d · outbound

This paper cites Qwen3, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Qwen3, 2025

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-07T15:36:30.840651Z

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.

source=pdf_text observed=2026-08-07T15:36:27.329175Z digest=sha256:e2bc5f8374323f1973732e5e2b0b00d862dbf4d250761fd196b68498f7c3656f

Observation c780bb53-f80d-4d1a-a662-10079a746703 · outbound

This paper cites Qwen-qwq, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Qwen-qwq, 2025

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-07T15:36:30.621421Z

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.

source=pdf_text observed=2026-08-07T15:36:27.436221Z digest=sha256:e4b2ec4d698811146d968ed1a878262016a318d660c48078d30c0e95ad30b13e

Observation 1e34d46f-85a4-4871-a635-de2a514e4af5 · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Qwen2.5: A party of foundation models, September 2024

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:27.216695Z digest=sha256:95d929dfd7f7aba935fdb10d77fcf2b75b39263883cbd3994af10cd26dc2831a

Observation b380370e-9acc-4f3e-a302-b99f85dadf03 · outbound

This paper cites Measuring General Intelligence with Generated Games.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Measuring General Intelligence with Generated Games

Reference 37

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no resolver link, observed 2026-08-07T15:36:27.682101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:27.682101Z digest=sha256:d73a2dd7363ec30e2d84597e93d62d13d536a502455dc3477979416df7d17301

Observation 1a57d53b-cf90-4b11-9a0c-2e830e259b99 · outbound

This paper cites Evaluating reading comprehension exercises generated by LLMs: A showcase of ChatGPT in education applications.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Evaluating reading comprehension exercises generated by LLMs: A showcase of ChatGPT in education applications

Reference 38

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verified exact
doi, observed 2026-08-07T15:36:30.434502Z

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.

source=pdf_text observed=2026-08-07T15:36:27.748039Z digest=sha256:12cd4afac3ca596c6268c2de5d20f0c3eac535dce940854b6319a8e621c5bff4

Observation 12dc98fb-b338-4158-be69-e4aeaa26ef59 · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 39

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no resolver link, observed 2026-08-07T15:36:27.571656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:27.571656Z digest=sha256:b1a5f84c1535c2f7012ace08cbca0ceff842601553cc209e2378276644939a7a

Observation 7fd0e5d2-d6ce-4b80-ae3a-2cb1f4450964 · outbound

This paper cites Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf

Reference 40

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no resolver link, observed 2026-08-07T15:36:27.888031Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:27.888031Z digest=sha256:d02d7beced103d45df2433a59dd5ac69349248a9526d6dd087f7892469ea27f2

Observation d63088b6-d85d-422e-bcfb-f322d7c7aa8b · outbound

This paper cites SPIN-Bench: How Well Do LLMs Plan Strategically and Reason Socially? arXiv e-prints, art.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation SPIN-Bench: How Well Do LLMs Plan Strategically and Reason Socially? arXiv e-prints, art

Reference 41

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no resolver link, observed 2026-08-07T15:36:27.945596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:27.945596Z digest=sha256:565c31ef2964e47599ab4d1979b3e53e7c63935ab440f519529c3aec104b0b28

Observation bd4733b0-9070-470a-b16c-076790d5aa46 · outbound

This paper cites TravelPlanner: A Benchmark for Real-World Planning with Language Agents.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Reference 42

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no resolver link, observed 2026-08-07T15:36:27.825926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:27.825926Z digest=sha256:3e6cb978ffe1a1b65cd1336264cd950dc15b649478f7f7253322c87def585b8a

Observation cda1f626-b060-455b-89a8-a02f3d16b44e · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 43

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unresolved
no resolver link, observed 2026-08-07T15:36:28.095327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:28.095327Z digest=sha256:7c25c6964273002bd2ddf4fa693e3d11825b38ec72b70d2573c467c0f1723671

Observation 7ff2f81f-da54-401b-a0d4-6f12a89bf8ac · outbound

This paper cites Spin-bench: How well do llms plan strategically and reason socially?arXiv preprint arXiv:2503.12349, 2025.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Spin-bench: How well do llms plan strategically and reason socially?arXiv preprint arXiv:2503.12349, 2025

Reference 45

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unresolved
no resolver link, observed 2026-08-07T15:36:28.037737Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:28.037737Z digest=sha256:15c5813c407a7c4ecff6c7d47ada648ad5029b41bb89487656ce80a5422921c4

Observation 486d6cb4-8d90-4981-8442-87b25c809cf5 · outbound

This paper cites an unresolved cited work.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Unresolved cited work

Reference 47

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unresolved
raw_fallback, observed 2026-08-07T15:36:30.287513Z

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.

source=pdf_text observed=2026-08-07T15:36:28.157840Z digest=sha256:f67ac980b98619b3149af19f8655bb2a1a0485268ceb042392326c17848eef20

Observation e824cf0e-3958-4ea0-9063-12e665a7e527 · outbound

This paper cites an unresolved cited work.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:30.084809Z

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.

source=pdf_text observed=2026-08-07T15:36:28.221860Z digest=sha256:5fed9a19f1fbb8b2a5c45134d3e43355f639d408b67e429c395c0fc2740acc28

Observation 9e0ba033-0a14-4fd0-8542-7879ef4e97c3 · outbound

This paper cites P (Q → A | R, K) ≈ P (Q → A | R) ≫ P (Q → A | K).

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation P (Q → A | R, K) ≈ P (Q → A | R) ≫ P (Q → A | K)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:29.839405Z

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.

source=pdf_text observed=2026-08-07T15:36:28.403723Z digest=sha256:545695de30733d1019627288d2235132fc5e6b7651c83bf79681aff3339be51e

Observation 74904f33-5630-477e-a0f7-ead6468311fc · outbound

This paper cites P (Q → A | R, K) =P (Q → A | R) · (1 +β) 19 C Detailed Scores on KORGym Table 7 Mathematical and logical reasoning abilities of different models on KORGym.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation P (Q → A | R, K) =P (Q → A | R) · (1 +β) 19 C Detailed Scores on KORGym Table 7 Mathematical and logical reasoning abilities of different models on KORGym

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:29.632711Z

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.

source=pdf_text observed=2026-08-07T15:36:28.526144Z digest=sha256:03e1b3886874b8c6fac86825337f89d62c0b61ef76d6e3b5481e9c6e55f7ce2e

Observation 494c182e-e177-4d2f-8803-949577c538c2 · outbound

This paper cites an unresolved cited work.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Unresolved cited work

Reference 2024

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doi, observed 2026-08-07T15:36:29.035805Z

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.

source=pdf_text observed=2026-08-07T15:36:26.457130Z digest=sha256:3b0d4062329259506b8cabd5fec6f127ab2bb3f693cc092b412054a882cc304d

Observation dfe2aae8-85be-4162-9a00-4a53893e83c5 · outbound

This paper cites an unresolved cited work.

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Unresolved cited work

Reference 2025

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no resolver link, observed 2026-08-07T15:36:26.714925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.714925Z digest=sha256:e6108259e22e051e87e1dd90271d7e27142f795323eae694c0b1b02d10c8ca46

Pith citing papers

Observation 52deed96-16d2-4713-8ddf-670d7841766c · inbound

SciDA: Scientific Dynamic Assessor of LLMs cites this paper.

SciDA: Scientific Dynamic Assessor of LLMs KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

Reference 16

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unresolved
no resolver link, observed 2026-08-07T00:40:18.763963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:40:18.763963Z digest=sha256:903bedafd8388fb55d25c717b9f383cdbf3faed74095f5d234e7c4ebaf4e49cf

Observation 6602a8c0-ded7-4e60-9cf4-681632ada537 · inbound

Gym-V: A Unified Vision Environment System for Agentic Vision Research cites this paper.

Gym-V: A Unified Vision Environment System for Agentic Vision Research KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:05:26.013264Z

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.

source=pdf_text observed=2026-05-15T10:05:09.049846Z digest=sha256:6c94067abadde912257c77226a3ca25c11711a8e489f26c4822bd07325cc864d

Observation a1f9b627-e9ce-4eb9-a724-5371fd7d8615 · inbound

Towards Generalist Game Players: An Investigation of Foundation Models in the Game Multiverse cites this paper.

Towards Generalist Game Players: An Investigation of Foundation Models in the Game Multiverse KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

Reference 147

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verified exact
arxiv_id, observed 2026-05-12T03:26:18.956227Z

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.

source=pdf_text observed=2026-05-12T03:25:24.844859Z digest=sha256:9fd01f15f85434d93bb2befebdae23b667049f9bc1321ea304b9c955c4b3a61b

Observation 1ada96b7-545f-4cda-8013-94ce66bfc700 · inbound

Towards Generalist Game Players: An Investigation of Foundation Models in the Game Multiverse cites this paper.

Towards Generalist Game Players: An Investigation of Foundation Models in the Game Multiverse KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

Reference 147

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verified exact
arxiv_id, observed 2026-05-13T06:47:27.208171Z

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.

source=pdf_text observed=2026-05-13T06:44:28.552513Z digest=sha256:0905a84c89d4f9bd9a52893c621b974877d069cb49f82a0dcf9f16d13892ddb3

Observation 9f936eca-af66-4500-87bd-e628d5435e1a · inbound

Robots Need More than VLA and World Models cites this paper.

Robots Need More than VLA and World Models KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

Reference 159

Resolution
verified exact
arxiv_id, observed 2026-06-28T01:11:28.829702Z

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.

source=arxiv_source observed=2026-06-28T01:01:33.530167Z digest=sha256:198967ecb8b71c8c6d86ed6858b5c6ef8cf6d2fe4c76447ce370a52335b2a354