Paper Citation Record · LEDGER

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems

As of 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.13221.

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

pith.paper-citation-record.v1
2608.13221 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:59:25.466086Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

48 of 48 outbound references displayed

verified exact0
verified fuzzy17
unresolved30
parse uncertain1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5011dfef-f64c-4dcc-a95a-7a5a9c257aa1 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Training Verifiers to Solve Math Word Problems

Reference 1

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Observation 5146debb-10f3-49d2-ac4e-0294d8261d0c · outbound

This paper cites Measuring mathematical problem solving with the.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Measuring mathematical problem solving with the

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.233034Z

Source-reported events for the cited work

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Observation d86bbf24-592e-472b-84ca-e27bd53794aa · outbound

This paper cites NeurIPS , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems NeurIPS , year=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.237902Z

Source-reported events for the cited work

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Observation b0cef13b-adf4-48eb-95cb-9fc1a40e66b6 · outbound

This paper cites OpenAI Blog , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems OpenAI Blog , year=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.517695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e776663f-2965-461b-a4df-779a5aaf16c5 · outbound

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

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

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Observation dc69f257-a15c-4790-9869-40d58adcd75b · outbound

This paper cites CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.500903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 332d70ea-72b0-4ed6-b7e1-8d4cf21eb7e8 · outbound

This paper cites ReEfBench: Quantifying the Reasoning Efficiency of.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems ReEfBench: Quantifying the Reasoning Efficiency of

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.473484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b36566b-2268-4d21-bd0f-3a62edc7a1fe · outbound

This paper cites an unresolved cited work.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:59:26.370370Z

Source-reported events for the cited work

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Observation b5cb8d79-330e-4e96-9703-19c091bf2996 · outbound

This paper cites International Conference on Learning Representations , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems International Conference on Learning Representations , year=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.353020Z

Source-reported events for the cited work

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Observation aace6e2f-3db9-41d6-82f5-c4f93e70aa4c · outbound

This paper cites an unresolved cited work.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78234062-c0c4-4caf-a437-fbad4a009b77 · outbound

This paper cites an unresolved cited work.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 735851cf-79e4-453e-bae1-acd25093de45 · outbound

This paper cites an unresolved cited work.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 85c09616-716f-45f8-acf2-99b98b881684 · outbound

This paper cites 2023 , doi=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems 2023 , doi=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.240964Z

Source-reported events for the cited work

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Observation efe09dfc-a05c-493d-9a7a-ca08c53953ec · outbound

This paper cites Inference-Time Computations for.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Inference-Time Computations for

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.214746Z

Source-reported events for the cited work

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Observation bb87a9fd-c3c9-4837-b308-b6ac7b7bf59b · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems , journal=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.192683Z

Source-reported events for the cited work

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Observation 17522c90-1d1a-40d6-acbd-f8cc53e6054e · outbound

This paper cites Mastering the game of.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Mastering the game of

Reference 16

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Source-reported events for the cited work

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Observation 1ef07d4d-97e8-4027-85b0-b82635882e03 · outbound

This paper cites Mastering the game of.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Mastering the game of

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.310989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6704586d-12d4-4bac-af1c-154c4fc34c4c · outbound

This paper cites Bandit based.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Bandit based

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.315804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a6b4be-bf9d-48c1-9dbf-478f91600b11 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems , journal=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.144250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf951772-5f05-4c90-a4e8-c7e5109c7d95 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems arXiv preprint , year=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:26.127191Z

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Observation 67d12d88-9830-4b10-8fad-01d21ba47371 · outbound

This paper cites arXiv preprint , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems arXiv preprint , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.330968Z

Source-reported events for the cited work

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Observation 052c7b9a-c312-43bb-984a-e7e1cc5f4042 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Qwen3-VL Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.335731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b90dca9b-adc6-42ef-b158-a2e772dc0348 · outbound

This paper cites arXiv preprint , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems arXiv preprint , year=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.999122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f32730f-f8a1-4c13-b359-7e09f6afa55f · outbound

This paper cites DeepSeek-V3 Technical Report.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems DeepSeek-V3 Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.346225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc3297fd-e24b-4dcb-9196-d3882d8b34c2 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Kimi K2.5: Visual Agentic Intelligence

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.350914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52753cc4-ff4a-41a9-8363-fb02a288c37a · outbound

This paper cites The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.356488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90f41d5f-45a9-4a5d-bddb-5096dc2768df · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 27

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Source-reported events for the cited work

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Observation a5ca2824-90fc-49c1-8d8a-6383d77c8241 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems 2026 , howpublished=

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8df4edf-adfb-4fc3-b3f3-66da2ba6b1b3 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Production and decay of polarized hyperon-antihyperon pairs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.371427Z

Source-reported events for the cited work

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Observation 0145a3b4-a096-44a3-92f4-5fe76f82ac8c · outbound

This paper cites ICLR , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems ICLR , year=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.962326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 555193c7-7adc-4565-abce-a41785cb044b · outbound

This paper cites Think you have solved question answering? Try.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Think you have solved question answering? Try

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.381282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89ef7952-7428-4761-8468-09793741bb99 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems TMLR , year=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.385833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b02a65-f75d-41ba-abd6-9a1bf40a496f · outbound

This paper cites ICLR , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems ICLR , year=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.391656Z

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems 2025 , doi=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.914191Z

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Observation 8a5729dc-a2a0-4369-a17e-35223438066c · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems ICML , year=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.898307Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bce04ea3-423b-4f86-ad57-484307c15dea · outbound

This paper cites Stream of search (.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Stream of search (

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.881120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bbf4fba9-8ce8-4a99-b996-7cce28ae050a · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Advances in Neural Information Processing Systems , volume=

Reference 37

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Observation 23954aa7-1458-42bc-a110-545ea7d015ad · outbound

This paper cites International Conference on Learning Representations , year=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems International Conference on Learning Representations , year=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.415805Z

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Observation e6c2c59c-bbd7-48a3-bff5-5493bb449571 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.844996Z

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Observation d6210188-1e4c-4fff-83e5-0217f0504fa8 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.826477Z

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Observation abecd047-83cf-4e5e-9b54-e8adb5aa5888 · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 41

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Observation f4f054ed-dd95-45c6-b3e5-866fdd1fbd88 · outbound

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Reference 42

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Observation f0e9ef3e-1701-4695-9de1-b0d64f2fa0be · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 43

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e75b765a-aacf-4764-9994-f1c56b817720 · outbound

This paper cites an unresolved cited work.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 44

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Observation 636a5c45-ad36-44df-91f2-5379289fbbbd · outbound

This paper cites an unresolved cited work.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:59:25.761207Z

Source-reported events for the cited work

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Observation 1df63d39-a11c-4a53-bbdf-2581bc53d4b4 · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.455707Z

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Observation f764fec9-15e5-4f06-964e-85092081977f · outbound

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TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.460821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0cd76ab-3d47-4bd8-9daa-852eb84898de · outbound

This paper cites Mixing Expert Knowledge: Bring Human Thoughts Back To the Game of.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Mixing Expert Knowledge: Bring Human Thoughts Back To the Game of

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:59:25.743918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.