Paper Citation Record · LEDGER

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis

As of 14 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2412.03359.

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

pith.paper-citation-record.v1
2412.03359 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:33:53.283740Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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 exact0
verified fuzzy2
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53ecd6df-ca30-4204-86b3-6ed2bacc53b1 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.728368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a5696885-46a7-4f05-9509-ce878b724656 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.715753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e4d45779-4961-44bf-b741-a692b240a9e1 · outbound

This paper cites S-Agents: Self-organizing Agents in Open-ended Environments.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis S-Agents: Self-organizing Agents in Open-ended Environments

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.149238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e85adb4f-629f-4b3e-8220-2b050ac314b3 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.700888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb85bede-54aa-4d7c-bdb6-e28582f53e1c · outbound

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

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.158067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c630f28-9fdc-4e66-9de5-ce7ac0fb36f1 · outbound

This paper cites Self-collaboration Code Generation via ChatGPT.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Self-collaboration Code Generation via ChatGPT

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.163670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083ff040-3651-4790-be21-8faea713d675 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.686571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0d0244ee-377e-4414-95fe-3edaf0646819 · outbound

This paper cites Chawla, Olaf Wiest, and Xiangliang Zhang.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Chawla, Olaf Wiest, and Xiangliang Zhang

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:53.671354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 763380a7-9aac-4d75-9fc7-390489691364 · outbound

This paper cites Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.175526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3d0de4b-99b1-4dad-9566-f79743db168a · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.658133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 333fe522-f747-4acb-afc2-ccabbb65ad62 · outbound

This paper cites PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold'em via Large Language Model.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold'em via Large Language Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.183976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d3bde9-824b-448a-90d1-34d4861f078c · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.644686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a9a8c0ed-96dc-416a-9180-03a9cd7c1644 · outbound

This paper cites Lyfe Agents: Generative agents for low-cost real-time social interactions.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Lyfe Agents: Generative agents for low-cost real-time social interactions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.194087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc1bd0b-05b1-4379-a74d-64490d62fed0 · outbound

This paper cites STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.199298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f7fbdf-e53b-4629-903d-8d45688f67ad · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.631840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c99dda32-917a-434e-a19c-2d6c0ec87692 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.617975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0854e696-0990-4edb-b773-59418c1edaf1 · outbound

This paper cites O'Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis O'Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:53.601258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a579f173-f066-4516-baa4-4aae942bf3e2 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.585337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 77ca9930-4912-48cf-abcc-f7b63e1dcdfa · outbound

This paper cites GameEval: Evaluating LLMs on Conversational Games.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis GameEval: Evaluating LLMs on Conversational Games

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.221467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c475efc-66d0-4e43-9600-c798df21c486 · outbound

This paper cites Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.230296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 524737c9-2869-4275-8dfe-a6be2fa13afb · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.570839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 86ca0488-610a-4c62-8ba2-ae17226b7301 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.238411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcedad22-0eb8-45ae-9209-a65bc962a928 · outbound

This paper cites Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.242962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 551d2006-5d50-4519-9c6d-ad9a01728bb0 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.558621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 35c7445e-d855-4984-94bf-e9b6e8129581 · outbound

This paper cites JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.250733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6f3c7fe-a7c2-449b-b6d3-205d1e35a2f2 · outbound

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

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.258430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f976da-e609-4036-8745-df6c4d84f8f2 · outbound

This paper cites Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.262459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df00d9a-63e0-41b2-bc71-d2e91a6c5f04 · outbound

This paper cites Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.266647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd27813e-879f-463c-a1b6-54f01e0afbe3 · outbound

This paper cites an unresolved cited work.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:33:53.545554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0d87baeb-c4d7-4244-8a3d-2f9175a52d0b · outbound

This paper cites A Survey of Large Language Models.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis A Survey of Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.274946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e39a9215-920f-4a70-8d07-30c472ed1a6c · outbound

This paper cites URL: " 'urlintro :=.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis URL: " 'urlintro :=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.279211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e54153-2450-4dca-8bf4-528386524f08 · outbound

This paper cites write newline.

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:53.283740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.