Paper Citation Record · LEDGER

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2509.06235.

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

pith.paper-citation-record.v1
2509.06235 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:58:46.937553Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy11
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff296a67-bf30-4892-af19-249b7a649d7b · outbound

This paper cites LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:44.296336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49b175a3-22db-4fad-a340-e10665f6aa08 · outbound

This paper cites Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:44.340988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f6a51be-1308-4a97-88a3-f2193560d9dc · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:49.717099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 21a04298-08a1-465e-95a2-4eafba77728c · outbound

This paper cites VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:44.480299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227d0347-7349-4b51-b282-fd426af8dc68 · outbound

This paper cites Interven- tions and causal inference.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Interven- tions and causal inference

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:49.575478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8fea6ddd-2836-4aa9-aa4f-fdf6c8bf2207 · outbound

This paper cites MineRL: A Large-Scale Dataset of Minecraft Demonstrations.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments MineRL: A Large-Scale Dataset of Minecraft Demonstrations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:44.754173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de95125a-16bd-42c2-8836-fa468562e71d · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:44.823396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 980b4196-b9ca-4a6f-98d2-893136c763b3 · outbound

This paper cites FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:44.926494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 848c5108-ded8-48a5-aae6-0cec99177f7a · outbound

This paper cites Docker: lightweight linux containers for consistent development and deployment.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Docker: lightweight linux containers for consistent development and deployment

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:49.424577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fae62b6-df17-45b9-b6a6-896734d9c8fa · outbound

This paper cites Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:45.074513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21f573d-dd48-483a-95d2-23fae5514998 · outbound

This paper cites 2024.URL: https://openai.com/ index/hello-gpt-4o/.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments 2024.URL: https://openai.com/ index/hello-gpt-4o/

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:49.264357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 88862440-3891-4a75-a983-55d6a114938c · outbound

This paper cites 2025.URL: https : / / openrouter.ai/.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments 2025.URL: https : / / openrouter.ai/

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:49.128266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 777ed04e-9061-4ead-bf77-6c1466ee8a7f · outbound

This paper cites Emerald Group Pub- lishing, 2013.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Emerald Group Pub- lishing, 2013

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:48.990994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e1f81fd-b46d-4a54-acdc-697bdbf6c216 · outbound

This paper cites The MIT Press, 2017.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments The MIT Press, 2017

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:48.847561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e6c9d13-12bf-4ba7-a809-262286c9ad2b · outbound

This paper cites com / PrismarineJS/mineflayer.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments com / PrismarineJS/mineflayer

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:48.693990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dae82299-ddee-404e-9759-ccb29770d2fb · outbound

This paper cites The StarCraft Multi-Agent Challenge.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments The StarCraft Multi-Agent Challenge

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:45.783516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac05ed5-413a-4126-8659-f74122df05e7 · outbound

This paper cites Causation, prediction, and search.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Causation, prediction, and search

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:45.846492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4abb9ec4-1612-4eeb-9116-b7fb8b0c1a99 · outbound

This paper cites 2023.URL: https: //kaggle.com/competitions/lux-ai-season-2.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments 2023.URL: https: //kaggle.com/competitions/lux-ai-season-2

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:48.585909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cc6f72e-3c62-418c-9757-162e7ea84acb · outbound

This paper cites an unresolved cited work.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:58:48.415469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8824f341-d8bb-40e7-8038-3c8826460156 · outbound

This paper cites A survey on large language model based autonomous agents.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments A survey on large language model based autonomous agents

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:48.238887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ca8223b2-cd68-41a1-963a-e8b05ebeea03 · outbound

This paper cites an unresolved cited work.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:58:48.091545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb02affd-d5bb-4613-9ba7-156f55015d1f · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:46.328037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa731b86-b637-4268-a240-dcc74da01110 · outbound

This paper cites an unresolved cited work.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:58:47.927521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c73d5268-be8b-44ac-84c2-4d1c783b9c2e · outbound

This paper cites Mitigating Generative Agent Social Dilem- mas.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Mitigating Generative Agent Social Dilem- mas

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:58:47.728032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 91fef1c9-6005-4294-94ef-d5d36e4d6498 · outbound

This paper cites an unresolved cited work.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:58:47.536710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57125929-4532-467f-8f5b-ed0ff44b9204 · outbound

This paper cites MineLand: Simulating Large-Scale Multi-Agent Interactions with Limited Multimodal Senses and Physical Needs.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments MineLand: Simulating Large-Scale Multi-Agent Interactions with Limited Multimodal Senses and Physical Needs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:46.696661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33e0797-b7de-45b0-b773-d9aa541b9faf · outbound

This paper cites A Survey of Large Language Models.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments A Survey of Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:46.771047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2fc976-c484-49a1-ba09-2ff0e43076f8 · outbound

This paper cites an unresolved cited work.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:58:47.340478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4f20516d-9e43-4d6c-b857-5db1776cf221 · outbound

This paper cites Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory.

PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T23:58:46.937553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.