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Paper Citation Record · LEDGER

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:24.696005Z digest=sha256:b290a44745b5848b06772cae7cca127a5a4ddc878519fa466cd2c778ad0711f6

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=sha256:93277e42ceaf8bd8d268c82fc4de35421f28a9ee1d047e34cfbde8078ea596d8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:24.858267Z digest=sha256:03f186b14a1c8cd68561c07979355b0760de0fc9aff7aafa47aeaf5707d9a9a5

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:24.927082Z digest=sha256:6474c5533f52e5a497228a6760adb9c408b13e8659787742317eadaeefa5fc61

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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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:24.998909Z digest=sha256:f830a11fc38fe7661c435cc725499ae17ff725bf8ac34b3847ee4db8eb56d276

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=pdf_text observed=2026-08-07T15:36:25.068363Z digest=sha256:6e02b933248c2ec903b48a987599f6bb856ce060304e2113a6c5bd5edbc5b9f4

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:b43722083e32599424192c79415fed4f16a77131608527d86cb335cc6a305850

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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source=pdf_text observed=2026-08-07T15:36:25.216548Z digest=sha256:724576f38f9590be4f2c44c50c4ab97ca9ca33b2770708b69302f7a1b83c7dcc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:25.283477Z digest=sha256:581d7cb5999a9a9499323cb9ea460caa3a62a607099f203b31a50fe98f070ec4

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=sha256:70813af46e4645ef94db8dc0a941abe494c68fbccbb0e7ddeea858df2a1ca62e

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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source=pdf_text observed=2026-08-07T15:36:25.443878Z digest=sha256:98a2f5bcd808531f7d17c4c3969aba52285c184c02e760a57f1091863aa38d2d

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=sha256:1fa3016825636651a777f492fc4f08c6864e25092a346cbecc02ad6cd9da58d8

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=pdf_text observed=2026-08-07T15:36:25.576192Z digest=sha256:6222cd96d74870aa8ba7bf0d38732b823b26cc2d23b972566883eba1309ad212

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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source=pdf_text observed=2026-08-07T15:36:25.653305Z digest=sha256:3ee3fab7289218b51d2570e213b149289e37871c4879d0adf28272d5e97b1efa

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=sha256:9bb605f0b67ed38ff9f927f950896047f4253be1115a1c87835320d5f4a9f301

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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source=pdf_text observed=2026-08-07T15:36:25.744056Z digest=sha256:8d603ff34a2be23565054431d0746b485260f2fb9969a3e2ac379b8af18b608c

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:25.847549Z digest=sha256:abe9186384087ce89442b422b8ae6db4583250138b4022efbdfd0ab7adb47058

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=sha256:9765bdb5ff9f3d1e448f2c95b49be9317641da3add18be75a5aecd2df26b34ff

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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source=pdf_text observed=2026-08-07T15:36:25.931357Z digest=sha256:adf66d50f2c003e64fd222a22d8d04485195e93706fef84ec2547334de1d6bed

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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source=pdf_text observed=2026-08-07T15:36:25.977121Z digest=sha256:85c7b1cad619447a532553d055d05d4eba65246148e85c404e083260b35b4fa7

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.040195Z digest=sha256:5ce5d80124297b82baeed00fa5b3bb8baeec90f1151aa30fcc3a6c7b5fbb3105

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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source=pdf_text observed=2026-08-07T15:36:26.107011Z digest=sha256:f44132c73c391f28918d20a243f7f1757519a072d112c384ebdd898eb7606f39

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:26.158524Z digest=sha256:45c414eb5d0083d1e432ba78e5aefdd577bf0f874bf599ff48267d9b293e1c53

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:26.237237Z digest=sha256:c3974473f413a4acba7dc436d74782bef99210ab725485dc7e0c63bd912dc41d

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:c6b35e2db0fbb8e28af4d2e20a982c67b03b564618364abec23e7a1a74e720d5

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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source=pdf_text observed=2026-08-07T15:36:26.428286Z digest=sha256:6e27b6f026d63f9a35c9a591d4954e0d6730f9f655c70bacfce8c558e6e5c091

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=sha256:1b8a37a5396d8707e50cc0dd6980c1ffea0b93412626f90d766c5d16c68ccdcb

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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source=pdf_text observed=2026-08-07T15:36:26.588538Z digest=sha256:db8c1c8e293257e72a72903e6a93ddcf15fa6990ed63bf1df8d3614cc711c4f2

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=sha256:602391c1d3fb75b6f338d9e897f9c8e737434f91a2d8a225351589d43184813c

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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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:26.758939Z digest=sha256:ab29340d845e609076924cd53969c05c18e34721515310b23341970565845abf

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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source=pdf_text observed=2026-08-07T15:36:26.987937Z digest=sha256:5310207371bbec79fa77e2551ded790d8543e3a31a41d88161a874349774063b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:27.072869Z digest=sha256:6d97b95c69234a0100333d382111bd4aa85bc9b3186b9fdbfb82aea6869b2c7c

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:26.867470Z digest=sha256:9711bb025368251b1227b74545c63ad0d8ff218b0ce4dc36ef04dac99b32d166

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:27.329175Z digest=sha256:4c1ca2fdcdcfd0f3e4dfbc91d204e21ee147c5c9f8ec3ee9495ea39e444e98c9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:27.436221Z digest=sha256:cef41b32d7e78c71f41fb8966c617f479ff7d28184beca00622a53c57f92bd5c

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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source=pdf_text observed=2026-08-07T15:36:27.216695Z digest=sha256:644192849b8fca4b2712c705635479f66b8706a6f9a1615b585c4f6fe01c99c3

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:27.682101Z digest=sha256:cccf70f8f1142ef4de6031bbf1ea7f829f1967c3bdf292f922948f1b1ace1444

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:27.748039Z digest=sha256:f5060da674390bec7a6d818fe9bf222c181747b0af8312ed7e3e621e055fbd95

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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unresolved
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=sha256:78dea5fa18cc5aea6a6bb86cc4b57da26695a3c50aa5dbe53383400c054a560b

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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source=pdf_text observed=2026-08-07T15:36:27.888031Z digest=sha256:551487477e1ff855298d777f437381b2e44c9f59bbb7d65abcc90ff867b0874e

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=sha256:84ae50e17bc252650341b5ec64153bcdabb1f6cd646f13b22732f4c4195a00e6

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=sha256:8545b481a26b3dadee3a89577820b6055ed20321ba45af12e9334a77df772ab5

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=sha256:697db709057aac7f41398cc010173b745a00d9072bfe2489c95ff2411930c827

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:36:28.037737Z digest=sha256:d6f3b4f50e3b7ca5d5f3dcb3c61e1ad1f3f7a6191208852734d5c06052c12079

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:28.157840Z digest=sha256:7140f0bc389ea5f03481e6122bf2411a21c4233f304b7972a061b249ed185080

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:28.221860Z digest=sha256:f05dc8f9e49c94230ca42670ef0b3b753d17d42737451ee422a89a8db8964362

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:28.403723Z digest=sha256:17c81a9219e8bf3c35486bac17c1e795ffb568bcdf0c8f19770d69bd330db73f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:28.526144Z digest=sha256:5d929c503da5bc90ebe1f423d05a49d26177a383adcdb01bb5cda5f5baa38a76

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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verified exact
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:36:26.457130Z digest=sha256:769751aff616ca2c1e7e0ddeebd7db7e12136bebc374c0283708e64720e069de

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

Resolution
unresolved
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=sha256:8c9a17a06f59166359be8e50753d594ee786f458f76df627b7fece7cc254cd9f

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

Resolution
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=sha256:08dce6401eff6c36e35c355ce58ea79c65dfa508417628444ef09bf11f48fba6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T10:05:09.049846Z digest=sha256:f0638ea996ffbc65d2020810253bc0da49887abea4183a78281e6c7aca1116f2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T03:25:24.844859Z digest=sha256:a7f2738784c459243eec44b4acf78155447fbb872b899f7d5648ab2bcbcd6bc3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T06:44:28.552513Z digest=sha256:9e27a96e28c3bec76d2c4fb007b14f339d16e8fddebf8ae743a41399042c773c

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T01:01:33.530167Z digest=sha256:2a9ad656673aa6552f99c18d58ed448339e99304835687733737098898c68028