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Paper Citation Record · LEDGER

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games

As of 7 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 1 inbound Pith citation observation for arXiv:2607.10645.

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

pith.paper-citation-record.v1
2607.10645 v2

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:15:06.117875Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T16:28:48.684700Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

69 of 69 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved69
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1660f641-2469-4325-8f9a-cb80724b344f · outbound

This paper cites 2023 , eprint =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2023 , eprint =

Reference 1

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no resolver link, observed 2026-08-02T07:14:59.666097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:14:59.666097Z digest=sha256:50e9c789f8ab7ab7f355273c50fbc5c3a29e652a1f4c5c433d3eff5d04f8ae02

Observation de84fb96-dfdd-4ffb-a17d-f55772e256af · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , series =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 41st International Conference on Machine Learning , series =

Reference 2

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no resolver link, observed 2026-08-02T07:14:59.739750Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:14:59.739750Z digest=sha256:29f283f8d8a215eb25a9f57c2d27ac666f015e9edecd44c0e795c419d45c03d4

Observation 44e91af0-8578-4151-b03c-07f9aa41c5f7 · outbound

This paper cites 2024 , eprint =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , eprint =

Reference 3

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no resolver link, observed 2026-08-02T07:14:59.802357Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:14:59.802357Z digest=sha256:524f7adf11e1dd6d251122d6a8e17f42e477c0bf5fae593eedcb8fd8ead8648d

Observation 3b95b283-e15e-4d31-aedd-e5b1279b29c4 · outbound

This paper cites Werewolf Arena: A Case Study in LLM Evaluation via Social Deduction.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Werewolf Arena: A Case Study in LLM Evaluation via Social Deduction

Reference 4

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no resolver link, observed 2026-08-02T07:14:59.839689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:14:59.839689Z digest=sha256:891cbe46dec3a4a4cfc1e89e9c98d51badc4f9b8ce7cad93b3d96777efb796d8

Observation bfad6ba4-35be-40d6-b40d-04badcfeb886 · outbound

This paper cites WereWolf-Plus: An Update of Werewolf Game setting Based on DSGBench.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games WereWolf-Plus: An Update of Werewolf Game setting Based on DSGBench

Reference 5

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no resolver link, observed 2026-08-02T07:14:59.917740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:14:59.917740Z digest=sha256:c1659aa7f990c3c58fce3e305bfea9d05f6850a7a25797eba90afeede55203b6

Observation ab7c3c69-23ed-407f-b4ad-8852f0751c99 · outbound

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

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games AvalonBench: Evaluating LLMs Playing the Game of Avalon

Reference 6

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no resolver link, observed 2026-08-02T07:15:00.001267Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.001267Z digest=sha256:0c2fe53d4895eb6f500ec97f37d8c9bf9fe3ebf6237f0297782738952856561c

Observation 25c43ec9-b8cd-419f-b687-085ed5ca2501 · outbound

This paper cites 2023 , eprint =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2023 , eprint =

Reference 7

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no resolver link, observed 2026-08-02T07:15:00.073191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.073191Z digest=sha256:6832ac60c989d384efe715fe65ef136c2b509b3328f71e8525da05e20d6034de

Observation 99b15797-dc44-4aac-9621-5a0ccdad42b7 · outbound

This paper cites AMONGAGENTS: Evaluating Large Language Models in the Interactive Text-Based Social Deduction Game.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games AMONGAGENTS: Evaluating Large Language Models in the Interactive Text-Based Social Deduction Game

Reference 8

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no resolver link, observed 2026-08-02T07:15:00.145063Z

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source=arxiv_source observed=2026-08-02T07:15:00.145063Z digest=sha256:d27532b5a9244045d3d5336d418e0a8705cd7dff9a29e48a6e758c3384e3bdd2

Observation 4c1b441c-1c85-451c-a3a8-4da9d4109d43 · outbound

This paper cites 2025 , eprint =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2025 , eprint =

Reference 9

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no resolver link, observed 2026-08-02T07:15:00.211651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.211651Z digest=sha256:1531a2d76589213a19d249895a82695ca5ad6001abf467dbe60b1f7d9c82efa4

Observation bcd8e23f-7334-44f7-9429-9bfc21f4ed75 · outbound

This paper cites 2023 , eprint =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2023 , eprint =

Reference 10

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no resolver link, observed 2026-08-02T07:15:00.293073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.293073Z digest=sha256:ad42b7a35a4bda9a9b66eb919b4e01ac7a95a369161aa6a7d90e056dc9a0186f

Observation 7666ca3b-f854-455e-8dc2-620a959bceb1 · outbound

This paper cites Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia

Reference 11

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no resolver link, observed 2026-08-02T07:15:00.423914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.423914Z digest=sha256:d0eae3e77fd248ee508c6e1e385349b191ebf79575ad4351b4bb247328ca73fe

Observation 148cc084-8588-44ff-b315-20413178dba4 · outbound

This paper cites 2025 , eprint =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2025 , eprint =

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T07:15:00.561709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.561709Z digest=sha256:c8225e343cfd62bcb4a60f5e5ac4bd55077e4de081bb579d902311b3be183b43

Observation adf18f6e-c31a-49ca-a819-2d7e306eb340 · outbound

This paper cites Scientific Reports , volume =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Scientific Reports , volume =

Reference 13

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no resolver link, observed 2026-08-02T07:15:00.711332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.711332Z digest=sha256:dc25a4e8461b40e89072a5012e936da14897e5d2eb43f913247e3835027dd8af

Observation f588c99b-0006-42e9-a750-3022ef53d265 · outbound

This paper cites Science , volume =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Science , volume =

Reference 14

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source=arxiv_source observed=2026-08-02T07:15:00.783549Z digest=sha256:42db66be56f5958c99d8acb88edbe154585a45991ddfe176235ee87e9a971f1a

Observation 6cc3962a-1de8-479c-af2b-91cf65d5a8a0 · outbound

This paper cites Advances in Neural Information Processing Systems 32 (NeurIPS 2019) , pages =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Advances in Neural Information Processing Systems 32 (NeurIPS 2019) , pages =

Reference 15

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source=arxiv_source observed=2026-08-02T07:15:00.893657Z digest=sha256:6c37a32c93852c030767f82cc47c091511cf7b31ed7572f70969cef9bb9325d8

Observation 814f1b36-25ef-4b36-982e-4366974aa810 · outbound

This paper cites 2025 , doi =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2025 , doi =

Reference 16

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no resolver link, observed 2026-08-02T07:15:00.942183Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:00.942183Z digest=sha256:c0ab5d0725aebcc99baef235117fbb28c19883d6fc485f75509c7a149fc25c56

Observation 3c4dfa0d-c148-4900-983f-257ad5821538 · outbound

This paper cites Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4

Reference 17

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no resolver link, observed 2026-08-02T07:15:01.022659Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.022659Z digest=sha256:0e56172f4b7a9782aebb4b5212962437a1f37b7b60a5606d3fef424bc5030abf

Observation e9cf5f73-5ac3-4997-9436-2174abe51c0c · outbound

This paper cites Revisiting the Evaluation of Theory of Mind through Question Answering.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Revisiting the Evaluation of Theory of Mind through Question Answering

Reference 18

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no resolver link, observed 2026-08-02T07:15:01.105570Z

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source=arxiv_source observed=2026-08-02T07:15:01.105570Z digest=sha256:36f3c23276615d637b6ece86f8e49a710346cb3778ed05bae6af6e25cb66f0b2

Observation 22e710e6-c7f1-453d-b20c-04997d8a7033 · outbound

This paper cites Hi- T o M : A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Hi- T o M : A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models

Reference 19

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no resolver link, observed 2026-08-02T07:15:01.182727Z

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source=arxiv_source observed=2026-08-02T07:15:01.182727Z digest=sha256:ddfe34656fca228a467ad9e1b1639d1a2f0b62862e11b65e97ec72a7c31421cd

Observation 4aea5ac2-64e2-4dd3-9dcd-c19f9dcff52a · outbound

This paper cites FANT o M : A Benchmark for Stress-testing Machine Theory of Mind in Interactions.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games FANT o M : A Benchmark for Stress-testing Machine Theory of Mind in Interactions

Reference 20

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no resolver link, observed 2026-08-02T07:15:01.287817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.287817Z digest=sha256:e9595edd6a9c966681f517716579b494747284a572dffec26bccafc43e485356

Observation c6829248-9cef-4b62-905a-200056dc86c2 · outbound

This paper cites O pen T o M : A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games O pen T o M : A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models

Reference 21

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no resolver link, observed 2026-08-02T07:15:01.362654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.362654Z digest=sha256:ad13ff7f9dda8a79aa396a09e3ca20246177dfe026c7b5ba0899b2d94a732f55

Observation e3e1cd34-3943-49d8-9613-ff41200ae64f · outbound

This paper cites Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Datasets and Benchmarks Track , year =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Datasets and Benchmarks Track , year =

Reference 22

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no resolver link, observed 2026-08-02T07:15:01.446814Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.446814Z digest=sha256:4fb97dcd486b706dfae6c1cd3ec9a52f64b58e0d85c7bd06eb8765e7e039256e

Observation 1b246937-42e5-4899-afb7-d83643dd5924 · outbound

This paper cites MMT o M - QA : Multimodal Theory of Mind Question Answering.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games MMT o M - QA : Multimodal Theory of Mind Question Answering

Reference 23

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no resolver link, observed 2026-08-02T07:15:01.518800Z

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source=arxiv_source observed=2026-08-02T07:15:01.518800Z digest=sha256:3ea5e7e011c1219dedf5835aa6aceb440428e250ba7ba9d6c29c38e661a5d8b8

Observation 86c5abea-47e1-4765-9ee2-fadab25216b8 · outbound

This paper cites Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks

Reference 24

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no resolver link, observed 2026-08-02T07:15:01.579186Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.579186Z digest=sha256:e2bc61d5633f007ad8b078559bbbc7709966d87cb3b73b8c0ba6458c329a96a9

Observation 9ad72812-ce76-4368-bffb-83c1e14a7212 · outbound

This paper cites Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LM s.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LM s

Reference 25

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no resolver link, observed 2026-08-02T07:15:01.625294Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.625294Z digest=sha256:4c06e1c84eb6927cb9bbe398228840e35bd8648e6d559f5a50ebda50c6416116

Observation b4b1d98c-0d1b-4198-a519-c2166397969c · outbound

This paper cites Proceedings of the National Academy of Sciences , volume =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the National Academy of Sciences , volume =

Reference 26

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no resolver link, observed 2026-08-02T07:15:01.685735Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.685735Z digest=sha256:01c127e37e5f1f2aa3ad10c757224700706dc66c53aa10cbf74610be5d16d0a9

Observation 3ec52364-44ba-44e5-b9a5-279f4af1a993 · outbound

This paper cites Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs

Reference 27

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no resolver link, observed 2026-08-02T07:15:01.745406Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.745406Z digest=sha256:41ef160e62e83656f059b669ab744dbe2fd80762990b14bff4b4d42bde0b1d3c

Observation 8fae7180-325b-418e-830c-3d82d92ee585 · outbound

This paper cites Language Models (Mostly) Know What They Know.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Language Models (Mostly) Know What They Know

Reference 28

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no resolver link, observed 2026-08-02T07:15:01.818363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:01.818363Z digest=sha256:ff72d15e6a21362576871bc59f98017a3b111b944d1c2671a5d35f33fa96f401

Observation 7fc57506-f3d0-4d46-877e-e614dc9cf46f · outbound

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

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Advances in Neural Information Processing Systems , volume =

Reference 29

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no resolver link, observed 2026-08-02T07:15:01.898517Z

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source=arxiv_source observed=2026-08-02T07:15:01.898517Z digest=sha256:d14df152398d5223e7e9fec4e0b13a39116afcdd1999d6b85c7b8a9d3b1a9c53

Observation 03735aee-4cea-47e3-85c8-a112486f23a9 · outbound

This paper cites Looking Inward: Language Models Can Learn About Themselves by Introspection.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Looking Inward: Language Models Can Learn About Themselves by Introspection

Reference 30

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no resolver link, observed 2026-08-02T07:15:01.993544Z

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source=arxiv_source observed=2026-08-02T07:15:01.993544Z digest=sha256:3341430055977ffed8b5de02ba580b319d683f06f81612a74544ff325402dce3

Observation 3efa5506-3b57-401b-a02b-424e1393689c · outbound

This paper cites Transformer Circuits Thread , year =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Transformer Circuits Thread , year =

Reference 31

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no resolver link, observed 2026-08-02T07:15:02.112211Z

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source=arxiv_source observed=2026-08-02T07:15:02.112211Z digest=sha256:5ab33b410c67206e34fbf0794765e2784f070faeb54ac97a49f3aa88f0a8dfd8

Observation a5b9ba12-ebca-499e-89f9-9ca232bf461a · outbound

This paper cites and Levinstein, Benjamin A.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games and Levinstein, Benjamin A

Reference 32

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no resolver link, observed 2026-08-02T07:15:02.228818Z

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source=arxiv_source observed=2026-08-02T07:15:02.228818Z digest=sha256:f1c2cdda8af90347c372a1c1ddda0b083f6a9bfb4b0da0d1e8f03b3d68c9fffb

Observation 222e11d7-25da-4851-bd48-3220e5fbf2a2 · outbound

This paper cites Do Language Models Have Beliefs?.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Do Language Models Have Beliefs?

Reference 33

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no resolver link, observed 2026-08-02T07:15:02.341651Z

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source=arxiv_source observed=2026-08-02T07:15:02.341651Z digest=sha256:9d5470d649cecec999d1d45a75cac3d13d00b8894f77e8adc1c0a0a579b79393

Observation 2968a034-4c9c-4642-9914-625ad0e47934 · outbound

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

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , year =

Reference 34

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no resolver link, observed 2026-08-02T07:15:02.442880Z

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source=arxiv_source observed=2026-08-02T07:15:02.442880Z digest=sha256:478306e22deb4134986a976d3f295bed656fa0fb6b6c2515c5cc17ea2ba05e9b

Observation 11e869ac-3f8a-4e45-a910-c6a5e17b0284 · outbound

This paper cites 2024 , address =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , address =

Reference 35

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no resolver link, observed 2026-08-02T07:15:02.526002Z

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source=arxiv_source observed=2026-08-02T07:15:02.526002Z digest=sha256:7be45b9302bdf687f66b59db456c6a71a922a64da18d07df55d47154dfca0afc

Observation fa657df7-85a3-4eed-a29a-73a8b47875e0 · outbound

This paper cites 2024 , url =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , url =

Reference 36

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no resolver link, observed 2026-08-02T07:15:02.532058Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:02.532058Z digest=sha256:3a33c05865212220e1e97712fb97c708f259d0312bb631b29a110ed48cf92971

Observation dc5d33e0-d51f-4759-89ce-75a95c89868e · outbound

This paper cites Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST '23) , year =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST '23) , year =

Reference 37

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:02.660221Z digest=sha256:377c869f545f638477f3bb206c2c4e1c52bbcfe69c76e7492b27eaa3d744a1ac

Observation 631f3c49-b80a-4674-abee-2a52f2ce732e · outbound

This paper cites 2024 , url =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , url =

Reference 38

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no resolver link, observed 2026-08-02T07:15:02.777194Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:02.777194Z digest=sha256:585d7f1c550f454816c58cf1ec4540e02d8f91d86a1685cf0edbe1adc51b1392

Observation 4c2b2511-e47f-455f-b394-1e079b8b27b9 · outbound

This paper cites 2023 , howpublished =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2023 , howpublished =

Reference 39

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no resolver link, observed 2026-08-02T07:15:02.890962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:02.890962Z digest=sha256:d18e566507213774df226132111e8521a85ef9ad563837f2214584b1d8205383

Observation 0596335f-3404-4d15-bbe1-2f214ab6f872 · outbound

This paper cites and Burger, Doug and Wang, Chi , booktitle =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games and Burger, Doug and Wang, Chi , booktitle =

Reference 40

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no resolver link, observed 2026-08-02T07:15:02.984366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:02.984366Z digest=sha256:014f44af8f7f58d00b975fe7c0e8fb81840f0249a91956325dd9573639ed11c9

Observation d4413930-2158-42f7-9160-2aa00cf7c77e · outbound

This paper cites Interactive Debugging and Steering of Multi-Agent.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Interactive Debugging and Steering of Multi-Agent

Reference 41

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no resolver link, observed 2026-08-02T07:15:03.046750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.046750Z digest=sha256:1b9f1a7e5f45f303574a03f9393c57c6e79bd41c3dcd72c56291a3e118194fcd

Observation ae036ad6-abdd-4571-ac52-808aeba2b784 · outbound

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

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , month = dec, year =

Reference 42

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no resolver link, observed 2026-08-02T07:15:03.184938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.184938Z digest=sha256:08b7f7aa148ba04b271e73328185cacc2bdb3a8667b5ab775229bd58a3a475eb

Observation 903f1985-aba4-4c74-9b97-f25e823686c2 · outbound

This paper cites 2025 , publisher =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2025 , publisher =

Reference 43

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no resolver link, observed 2026-08-02T07:15:03.263907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.263907Z digest=sha256:afc705378507fdb4b4aa8089b409b887de6a051ea2c2a37199ab47507f881005

Observation 320995ba-e8c3-45bc-98a2-20047f46c7ac · outbound

This paper cites an unresolved cited work.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-02T07:15:03.352886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.352886Z digest=sha256:dff94ca1e35ede4081218da2345b82b5f6edbdabe383746f3e2c914a3dfc8c25

Observation 4722a297-13a6-447d-96da-7121fa909e8f · outbound

This paper cites Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models

Reference 45

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no resolver link, observed 2026-08-02T07:15:03.439508Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T07:15:03.439508Z digest=sha256:a60400b70957b0c573dbf8fe56b145f687a7bca8dd6341e7921003641b190cce

Observation 68ea8cf1-fe5e-45ad-9ea1-f80721bcd112 · outbound

This paper cites an unresolved cited work.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-02T07:15:03.554494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.554494Z digest=sha256:cc67898fa8ccb8c17e67af3b6a037bdc3c23cb7bda9359ed6d719e7f85a5f5aa

Observation 106b4a88-e173-4ef9-9e71-62e194c43ebf · outbound

This paper cites 2024 , url =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , url =

Reference 47

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no resolver link, observed 2026-08-02T07:15:03.609958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.609958Z digest=sha256:399cdc3cd62a86a71fb6d97fe131d31f59db7771541c066387dba8c72c98eb5d

Observation 2fa7645c-84d7-4c09-8419-3e736a798072 · outbound

This paper cites 2024 , address =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , address =

Reference 48

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no resolver link, observed 2026-08-02T07:15:03.692367Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.692367Z digest=sha256:d305aac04be47b31cb9e7d673b2188512ebc0de4c94b60281f5b681680c3ca9c

Observation 0b61d921-7c52-4211-8107-2933ecc98002 · outbound

This paper cites Personality Traits in Large Language Models.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Personality Traits in Large Language Models

Reference 49

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no resolver link, observed 2026-08-02T07:15:03.777649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.777649Z digest=sha256:b00780853aea0e2c8d5c216610f09ca4b919028e20c98995c9e3c85558e80acb

Observation ec79648b-b9f9-4c7e-a429-e65a235c39b4 · outbound

This paper cites 2024 , address =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , address =

Reference 50

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no resolver link, observed 2026-08-02T07:15:03.900952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.900952Z digest=sha256:c74376a60c55b681ce3e31eea67eb245c785f31e9eb5e20c2f7c5f57f7f6e549

Observation 9b75013f-47cc-44c2-b915-f71f2fa8d031 · outbound

This paper cites Journal of Personality and Social Psychology , volume =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Journal of Personality and Social Psychology , volume =

Reference 51

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no resolver link, observed 2026-08-02T07:15:03.989414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:03.989414Z digest=sha256:a8673045d8abe71471a2a4196427bffe3331100f327e2452dc005684767cda2e

Observation 02f19afe-6df6-4d03-8c22-bed4eb7e5a7b · outbound

This paper cites Psychological Review , volume =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Psychological Review , volume =

Reference 52

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no resolver link, observed 2026-08-02T07:15:04.109668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:04.109668Z digest=sha256:be77f5ee2ff9ad746cb9fa915d5dafcdcd4c747034ed713881a0fa1cce0ee5f1

Observation 3a41305e-85e1-4eb3-b685-c85bbe2320fc · outbound

This paper cites Proceedings of the 34th International Conference on Machine Learning , series =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 34th International Conference on Machine Learning , series =

Reference 53

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no resolver link, observed 2026-08-02T07:15:04.257031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:04.257031Z digest=sha256:48673cc66e11a34e7838586a0a39c727221e7a7ea8ff4953c4706c0332d91808

Observation cca23cdf-565e-4b6f-b82b-af811a3afc89 · outbound

This paper cites 2025 , note =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2025 , note =

Reference 54

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no resolver link, observed 2026-08-02T07:15:04.360964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:04.360964Z digest=sha256:8734ee25842f63023b6e763b533d7de7100d1e8a17a09fb754add94e82a3249f

Observation d2a1c3b7-f867-44d2-96e9-e6df1bb72902 · outbound

This paper cites Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , year =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , year =

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-02T07:15:04.516655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:04.516655Z digest=sha256:459d085ab328c51028988ec45057d37f1c46eb48a090fcbd271aeb937bda6f84

Observation 7fae5aa4-2136-4760-89e5-b8973a7e88dd · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning (ICML) , series =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 41st International Conference on Machine Learning (ICML) , series =

Reference 56

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unresolved
no resolver link, observed 2026-08-02T07:15:04.640071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:04.640071Z digest=sha256:c4f3faf28ce2fbee3c7882280663fe10307a04e4f5bdf2fbd896ac9dda15199b

Observation 0c31334f-56a3-4dd1-b917-7e9b27e8b315 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023 , pages =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Findings of the Association for Computational Linguistics: EMNLP 2023 , pages =

Reference 57

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no resolver link, observed 2026-08-02T07:15:04.757051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:04.757051Z digest=sha256:badacf4431cd18ac2b2b9fba49c9fda87b34858ce2966dbc403d7e79fabd3402

Observation 0c2c82c6-348f-4003-a835-2193b6c001c6 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning (ICML), Position Paper Track , year =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Proceedings of the 42nd International Conference on Machine Learning (ICML), Position Paper Track , year =

Reference 58

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no resolver link, observed 2026-08-02T07:15:04.856258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:04.856258Z digest=sha256:cb6505309f5b4a8dd08465ac9108134e8977d48d7854a86f2df444e55602032e

Observation c17fe9d1-918e-4ddc-941f-9eeb55eef3f4 · outbound

This paper cites an unresolved cited work.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Unresolved cited work

Reference 59

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unresolved
no resolver link, observed 2026-08-02T07:15:05.004767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.004767Z digest=sha256:b604527377c06f42e1599ef78027198045b724d2c836c6213ca74444f8f51716

Observation 500a073e-6653-4d4e-ac45-9dd8b8ae4b05 · outbound

This paper cites an unresolved cited work.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-02T07:15:05.145069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.145069Z digest=sha256:832edac90f93a735a6b29695de0bca01bab4b5272820e71a4e5362efb3de9bef

Observation f19d09d0-9e93-460f-b280-159d67e557d3 · outbound

This paper cites 2026 , note =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2026 , note =

Reference 61

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no resolver link, observed 2026-08-02T07:15:05.365047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.365047Z digest=sha256:6a161536a4d84a33968d915833404f8ef9b4ecebc4a867188b07a52c8dfa6c6d

Observation f082d5f1-5f38-4d42-b75a-59a61abe3729 · outbound

This paper cites 2020 , note =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2020 , note =

Reference 62

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no resolver link, observed 2026-08-02T07:15:05.545771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.545771Z digest=sha256:480499b79339d21e442e6c655baed9cacd58843e0739f2a71d4adc396b691c72

Observation bd2a851b-6720-4eda-a984-3850dd3f9367 · outbound

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

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games International Conference on Learning Representations (ICLR) , year =

Reference 63

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unresolved
no resolver link, observed 2026-08-02T07:15:05.696587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.696587Z digest=sha256:9af699006740c823caf0e3c63f5c408d8871f0f033f58eac7bc4b9fe084ab169

Observation 67c30032-ba2a-4586-bb52-c8bf52270edc · outbound

This paper cites Journal of Machine Learning Research , volume =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Journal of Machine Learning Research , volume =

Reference 64

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unresolved
no resolver link, observed 2026-08-02T07:15:05.924126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.924126Z digest=sha256:e78984b19a7b54eca90df9b45dad9934e50760149e78570ae1e0761d32f66c76

Observation 03f7805b-ffd6-4f0e-a539-3d1eb9cfde4a · outbound

This paper cites 2024 , note =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , note =

Reference 65

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unresolved
no resolver link, observed 2026-08-02T07:15:05.956453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.956453Z digest=sha256:40a7fe836874d7ef866d31fc084e3e49ffbf467a3c76c88b86c58dda09be8c92

Observation b44a80ec-881b-4dd8-8a58-e3012ae27abd · outbound

This paper cites 2024 , publisher =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , publisher =

Reference 66

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unresolved
no resolver link, observed 2026-08-02T07:15:05.991674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:05.991674Z digest=sha256:1296da412284001e6b51c6ce3f6474ca24caa10d80c4e334c87b69718506ecec

Observation 36f67896-57db-474c-8710-a536df11b5c8 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2023 , year =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games Findings of the Association for Computational Linguistics: ACL 2023 , year =

Reference 67

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unresolved
no resolver link, observed 2026-08-02T07:15:06.040861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:06.040861Z digest=sha256:a06407480741d10f0b213f90c1887a4b5107c33c6660a70bcc21010d70ba9a49

Observation 63632495-13fd-41ae-8939-15ce44d40fee · outbound

This paper cites 2024 , publisher =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2024 , publisher =

Reference 68

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no resolver link, observed 2026-08-02T07:15:06.082363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:06.082363Z digest=sha256:5843e24f64c5aab5bff4254faa52cf35d473ba15b1bb09749f9cc760d2d808f6

Observation c6d77392-d1fb-4fb1-b0ea-1c4a22a542e4 · outbound

This paper cites 2026 , eprint =.

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games 2026 , eprint =

Reference 69

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no resolver link, observed 2026-08-02T07:15:06.117875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:15:06.117875Z digest=sha256:aa0aaf07639676f2d63ea04a413c26b98c48113e5a690c34c45e823614cefd07

Pith citing papers

Observation d50d6306-d076-4785-a670-ae2507b66979 · inbound

Can Agents Deceive? Evaluating Reasoning and Deception in ParliamentBench using a Social Deduction Game cites this paper.

Can Agents Deceive? Evaluating Reasoning and Deception in ParliamentBench using a Social Deduction Game MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games

Reference 8

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unresolved
no resolver link, observed 2026-07-31T16:28:48.684700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T16:28:48.684700Z digest=sha256:434c88a8bd274c105c7c1173648a90cd66f3bf96c0343f901892fd53861304ac