Paper Citation Record · LEDGER

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

As of 6 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2607.04293.

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

pith.paper-citation-record.v1
2607.04293 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T20:19:27.650696Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

4
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 19355179-0549-4ad7-b98b-b9dc6b0a6cfb · outbound

This paper cites $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcb0a017-1078-4e7f-8da6-2a24466dd6aa · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0ecc73d-9b18-4cec-9108-f6ee09342aa6 · outbound

This paper cites Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beac2195-3282-423e-ba1f-9cd5fb55b36a · outbound

This paper cites DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5c07ea-8d73-4a72-ad22-c6ba4b08073a · outbound

This paper cites ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ae1542c-35fa-498b-90b7-73c696ee5dde · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4a29959-2829-4045-9803-6ce3a1f49369 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa98f927-86f0-4384-a18a-9da4b88f5f49 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e45ed3-84bb-440d-ae16-2dec851040c6 · outbound

This paper cites Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3e24965-48fd-4e4b-95a5-2f2e7b12570a · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faafd2d1-413b-44b4-93aa-e24a86bede5b · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84b36d4-f284-4017-a1a2-9144cb6da411 · outbound

This paper cites black box.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games black box

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0cd98a0-aca2-43a6-9945-931297939d16 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 710ba71e-4c0f-40bf-a9e1-f10bed81fd37 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aca8a2a-e700-470c-bad5-6d23b75dea78 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e378619b-5b22-43a7-815f-c4d85f2a6365 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 404d2159-8c4f-4221-ba00-5830f498fed6 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460263b8-7482-4a75-9a41-2e62acf3cd64 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99c1ebf-9ab5-4d81-9d03-8cafe9dad3e5 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68a1ab4c-09b5-4185-a70e-3a00b4b6babb · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a489d9b-958d-4889-82aa-b6d61c4f5185 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a6a75cc-6a8a-4911-bed4-2948157d7acb · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 26

Resolution: parse uncertain; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04f891a5-c6ef-4442-9531-7de85e9a2cdf · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e49eef-3fc5-48cd-a5ca-6d2402dc7c8f · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d7e8c6-e690-4970-89fe-b53acf9219d2 · outbound

This paper cites an unresolved cited work.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dce6696-557a-476d-b40f-ac7fe0e82af3 · outbound

This paper cites this could be improved.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games this could be improved

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b70f2d17-1bb9-496a-b5d2-55c6987b6a0c · inbound

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents cites this paper.

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T13:17:05.867011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.