Paper Citation Record · LEDGER

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2506.10264.

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

pith.paper-citation-record.v1
2506.10264 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:34:40.588180Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:04.569599Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:46:06.449061Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy15
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ef329c2-faa8-4c3c-91f6-9bdce7c3567b · outbound

This paper cites A Survey of Large Language Models.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models A Survey of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:36.717806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a0ed04e-5fa6-42f1-97a3-aafaf91785e6 · outbound

This paper cites GPT-4 Technical Report.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:36.819465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fcf919a-7c90-4337-a613-36fc49f7c809 · outbound

This paper cites DeepSeek-V3 Technical Report.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models DeepSeek-V3 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:36.962474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ffafba-0b18-46cb-9c61-3384db503749 · outbound

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

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models From System 1 to System 2: A Survey of Reasoning Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:37.111179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc1952e-d8ff-4904-a2a9-b9b9d374da4e · outbound

This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:37.190945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1a9a322-c273-4045-bfc8-e53b9d002f2b · outbound

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

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:37.280407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d739b67a-0cd2-485d-a83c-f8f98f421293 · outbound

This paper cites Large Language Models for Mathematical Reasoning: Progresses and Challenges.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Large Language Models for Mathematical Reasoning: Progresses and Challenges

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:37.342152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98680d2-4cf7-4ec3-b9b9-f7237ac17f62 · outbound

This paper cites Symbol-llm: Leverage language models for symbolic system in visual human activity reasoning,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Symbol-llm: Leverage language models for symbolic system in visual human activity reasoning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:44.113562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a1320bd8-410b-40cf-a8b0-d6f97d3b1b38 · outbound

This paper cites Large language models as com- monsense knowledge for large-scale task planning,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Large language models as com- monsense knowledge for large-scale task planning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:44.033875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 92f67507-c599-4a74-9854-40264fa754f0 · outbound

This paper cites LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:37.674228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db5f9711-92a8-4130-83e3-98e13121d246 · outbound

This paper cites Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:37.773251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c92b787-ddad-496b-83e6-a9517e2cd855 · outbound

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

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models AvalonBench: Evaluating LLMs Playing the Game of Avalon

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:37.906915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76d2130-52e1-4adf-bd7e-30f47eee7cde · outbound

This paper cites Large language models play starcraft ii: Benchmarks and a chain of summarization approach,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Large language models play starcraft ii: Benchmarks and a chain of summarization approach,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:43.936074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 548dc6b5-71ea-4142-bde3-ed7c49c19f2c · outbound

This paper cites Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:38.110383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d37a19b2-dfde-4166-84ee-8fc49b616ab4 · outbound

This paper cites GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:38.244643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cef86c4-0035-4502-a347-cb4f3d6ce03d · outbound

This paper cites MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:38.370753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74aa5be8-8b80-47cf-a647-7f0c6a55d467 · outbound

This paper cites SmartPlay: A Benchmark for LLMs as Intelligent Agents.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models SmartPlay: A Benchmark for LLMs as Intelligent Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:38.508070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a00ec7a-1e20-44a4-8a41-c6985d370f85 · outbound

This paper cites MinePlanner: A Benchmark for Long-Horizon Planning in Large Minecraft Worlds.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models MinePlanner: A Benchmark for Long-Horizon Planning in Large Minecraft Worlds

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:34:40.910207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5cc67543-6e4f-4d34-ba79-1051858155a5 · outbound

This paper cites Benchmarking Agentic Workflow Generation.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Benchmarking Agentic Workflow Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:38.736915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f60b63af-7eef-4021-a1fa-69ac4cacbf93 · outbound

This paper cites Opendeception: Bench- marking and investigating ai deceptive behaviors via open-ended interaction simulation,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Opendeception: Bench- marking and investigating ai deceptive behaviors via open-ended interaction simulation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:38.830551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eef73d2-8dc6-4004-bb3c-9b50647cc91e · outbound

This paper cites Intelligent decision making technol- ogy and challenge of wargame,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Intelligent decision making technol- ogy and challenge of wargame,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:43.767158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b0313ab1-a818-47fb-a7c0-fcbc6dfdbde4 · outbound

This paper cites an unresolved cited work.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:34:43.640547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b80d093f-01fe-4f2f-a1b2-9759cf70a94b · outbound

This paper cites A five- dimensional framework for authentic assessment,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models A five- dimensional framework for authentic assessment,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:43.471678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 95650192-16e4-4a14-86b5-250e7802eeca · outbound

This paper cites Appropriate criteria: Key to effective rubrics,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Appropriate criteria: Key to effective rubrics,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:43.333857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6915e39c-f832-4f67-9b9e-2119d88fea25 · outbound

This paper cites an unresolved cited work.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:34:43.206383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f1778ec8-9ea0-43c4-aad4-b6c2a46a3eb5 · outbound

This paper cites A review of rubric use in higher education,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models A review of rubric use in higher education,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:43.051297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2d8f7a0b-7ce3-4ead-8e43-9d0e4c299ef8 · outbound

This paper cites Wiggins,Educative Assessment: Designing Assessments to Inform and Improve Student Performance.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Wiggins,Educative Assessment: Designing Assessments to Inform and Improve Student Performance

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:42.744037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0bd4715e-b19e-4b47-9f0b-8a57cf5c177b · outbound

This paper cites A revision of bloom’s taxonomy: An overview,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models A revision of bloom’s taxonomy: An overview,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:42.504103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 880d3f6e-76e3-425b-a96f-5da3de1616c7 · outbound

This paper cites an unresolved cited work.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:34:42.185146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f2c76a7-d340-4289-b2d8-643704ab78a3 · outbound

This paper cites Improving instruction and assessment via bloom’s taxonomy and descriptive rubrics,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Improving instruction and assessment via bloom’s taxonomy and descriptive rubrics,

Reference 30

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Source-reported events for the cited work

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Observation ccde419f-35c4-4a70-a439-1e6ccf439aa2 · outbound

This paper cites Llm-rubric: A multidimensional, calibrated approach to auto- mated evaluation of natural language texts,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Llm-rubric: A multidimensional, calibrated approach to auto- mated evaluation of natural language texts,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:41.962754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 29726c48-a90a-492d-985b-6a95f506daa0 · outbound

This paper cites Gptscore: Evaluate as you desire,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Gptscore: Evaluate as you desire,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:41.753901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 978657f9-f8ad-441e-87cd-bd2e3649bc8d · outbound

This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models G-eval: Nlg evaluation using gpt-4 with better human alignment,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:41.573731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fa1583f1-75a5-41f0-b858-5fee8b9242b1 · outbound

This paper cites Large language models are not fair evaluators,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Large language models are not fair evaluators,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:41.400228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d32b7a67-3b61-43d7-9c60-5a1138982931 · outbound

This paper cites Realtoxicityprompts: Evaluating neural toxic degeneration in language models,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Realtoxicityprompts: Evaluating neural toxic degeneration in language models,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:41.222654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7615c8bc-a834-4911-9077-33f9fefb4a88 · outbound

This paper cites Why we need new evaluation metrics for nlg,.

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models Why we need new evaluation metrics for nlg,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:34:41.082443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 7f9b05cd-6ed6-4e5e-b6d7-4f31ed705399 · inbound

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models

Reference 148

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:46:06.453067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.